---
title: "MCP 服务器：将 Claude、ChatGPT 和 Cursor 接入实时职位 | Metaintro"
canonical: "https://beta.metaintro.com/zh/developers/mcp"
language: "zh"
author: "Metaintro"
---

MCP 服务器 · 免费

# 把您的 AI 接入 Metaintro

为 Claude、ChatGPT、Cursor 或任何 MCP 客户端提供实时职位、雇主信息和市场数据。登录后，它还能处理您自己的求职事务：个人资料、简历、跟踪的职位和下一步行动。

[添加到您的客户端](#setup)[浏览工具](#tools)
所有连接均免费。搜索无需账户。

_在 Claude Code 中试用_

```
claude mcp add --transport http metaintro-public https://www.metaintro.com/api/mcp/public
```

连接方式

## 三个地址，访问范围各不相同

地址决定了您的智能体能访问什么。先从公开地址开始，想让智能体处理您自己的求职事务时再登录。

- 无需登录 ### 公开 服务器地址`https://www.metaintro.com/api/mcp/public` 实时职位、相似职位、雇主资料、某家公司的在招职位、您附近正在招聘的企业，以及任意搜索的职位市场情况。只读。 **登录**: 无需登录。每个网络地址每分钟最多调用工具 30 次。 **工具数**: 7
- 您的账户 ### 个人 服务器地址`https://www.metaintro.com/api/mcp` 您自己的求职事务：个人资料、简历、跟踪的职位、下一步行动、申请记录、提醒、文档，以及与 Metaintro 助手对话。search_actions 和 run_action 可执行您有权进行的其他所有操作。 **登录**: 使用 OAuth 登录，或使用在“设置”>“智能体”中创建的个人 API 密钥。 **工具数**: 59
- 工作人员 ### 组织 服务器地址`https://www.metaintro.com/api/mcp/org/<slug>` 面向个案管理员和员工，仅限您所在组织的成员：个案负荷、工作队列、提醒、备注、跟进记录、承诺事项、成员职位看板、通过邮件发送的职位清单、就业安置与成果报告、任务、实时职位搜索，以及 Cabinet 的职位搜索和起草工具。 **登录**: 以工作人员身份登录。组织的确切地址位于该组织的“设置”>“智能体”中。 **工具数**: 92

设置

## 添加到您的客户端

大多数客户端会自动引导您登录：添加地址后，在浏览器中确认登录即可。如需在没有账户的情况下搜索，请使用公开地址。

```
## Claude在 Claude 应用或 claude.ai 中，依次打开“设置”和“连接器”，然后选择“添加自定义连接器”。将其命名为 Metaintro，并粘贴地址。## ChatGPT在 ChatGPT 中，依次打开“设置”和“连接器”，使用地址创建自定义连接器。询问登录方式时，请选择 OAuth。> 根据您的套餐，自定义连接器可能需要开启开发者模式，或需要工作区管理员批准。您的求职事务，需登录: `https://www.metaintro.com/api/mcp`仅搜索，无需登录: `https://www.metaintro.com/api/mcp/public`
```

安装到 Cursor安装到 VS Code
安装的是个人连接，客户端会提示您登录。

### 想改用 API 密钥？

在“设置”>“智能体”中创建个人密钥，并通过 Authorization: Bearer 请求头发送。任何拿到密钥的人都能以您的身份操作，请勿将其放入共享文件或聊天中。

[创建密钥](/zh/settings/agents)

工具参考

## 智能体看到的全部工具

名称和说明与服务器发送给智能体的内容完全一致，因此保留英文。支持 MCP Apps 的客户端会以交互式职位卡片展示职位结果。

**公开工具7**

- `search_jobs`读取职位卡片 Search jobs Search live job postings from employer career sites and job boards by what the person is looking for, with optional filters for title, location, remote work and pay. Returns up to 10 job cards a page; page with offset or cursor. Each job opens at https://www.metaintro.com/job/<id>; read one in full with get_job, and its employer with get_company and the job's companySlug.
- `get_job`读取职位卡片 Read a job posting Read one job posting in full, by the id a search returned: description, requirements, pay, location and the employer's apply link.
- `get_market_insights`读取 Read the job market for a search Summarize the live job market for a search: how many jobs match, the median listed pay, the most common work arrangement and the top requested skills, with how the search was understood. Takes the same query and filters as search_jobs.
- `get_company`读取 Read a company Read an employer's profile by its slug (companySlug on a job): what it does, size, how it is hiring (open roles, 30-day change, departments, locations, remote share, how long roles stay open), observed pay bands, work arrangement, benefits and recent events. Its page is https://www.metaintro.com/company/<slug>.
- `list_company_jobs`读取职位卡片 List a company's open jobs List an employer's open jobs by its slug, newest first. Page with cursor.
- `find_similar_jobs`读取职位卡片 Find similar jobs Find live jobs like one job, by the id a search returned: the same kind of role in the same place (or remote, when the job is remote), as up to 10 job cards. Use it when a job is closed, a near miss, or the person wants more like it.
- `get_local_demand`读取 Read local job demand Read which kinds of roles are hiring most in a place (city, region, country): open jobs by role category, with total open jobs, employers and sectors. When a place has too few role types it widens to the region, the country or worldwide; scope and locationLabel say which. Use it when someone does not yet know what to look for.

**个人工具59**

- `chat`写入 Chat with Metaintro Send a text message to Metaintro’s personal assistant. Omit threadId to start a conversation; pass the returned threadId to continue. Uses the same assistant and tools as the app for job discovery, résumé building and tailoring, interview preparation, and profile help. Returns the reply and artifacts. Requires write access because the assistant can update your data. Use the messaging actions for shared conversations; your approval preference applies. If interrupted, read_thread before retrying; never resend blindly.
- `whoami`读取 Who am I Who this agent acts as, what its key may do, and the organizations where the person works as staff (with each one's slug and id, which the case manager tools take). Call it first.
- `search_actions`读取 Search actions Find any action this agent can run beyond the named tools: everything a job seeker or a case manager can do in Metaintro. Returns each action's name, whether it reads, writes or needs a person's approval, and its inputSchema. Run one with run_action.
- `get_action_request`读取 Check a waiting action Read one action your agent asked for that waits for you: whether it is still waiting, approved and done, declined or expired, and its result once it ran. Takes the request id a held call returned.
- `run_action`写入 Run an action Run one action that search_actions found, with its input. It runs as you, with the same access you have in the app. Your approvalMode from whoami determines whether a write runs immediately or waits for approval. Reads run immediately.
- `get_my_profile`读取 Read my profile Read your master profile: experience, skills, education, preferences, and its version number (pass it as expectedVersion when you change it).
- `update_profile_section`写入 Replace a profile section Replace one section of your master profile. Read the profile first and pass its version as expectedVersion; a stale version is refused so nothing newer is overwritten.
- `update_profile_fields`写入 Change profile fields Change individual fields of your master profile with set, append, remove or upsert operations. Pass the profile's current version as expectedVersion.
- `list_profile_changes`读取 List profile changes List earlier versions of your master profile, newest first, with who or what changed it.
- `get_search_preferences`读取 Read my search preferences Read the saved search filters and last search your job matching runs on. Pay and dealbreakers are in your profile.
- `update_dealbreakers`写入 Set dealbreakers Set the things a job must not have. Pass the profile's current version as expectedVersion.
- `update_compensation`写入 Set pay expectations Set the pay you are looking for. Pass the profile's current version as expectedVersion.
- `get_master_resume`读取 Read my master résumé Read your primary résumé, the one Metaintro tailors from, with its content and design.
- `list_resumes`读取 List my résumés List the résumés you built in Metaintro.
- `get_resume`读取 Read a résumé Read one résumé you built, by its id.
- `update_resume`写入 Edit a résumé Change a résumé's content. Pass the updatedAt you read as expectedUpdatedAt so an edit made elsewhere is not overwritten. Set createVersion to keep the old text as a version.
- `list_uploaded_resumes`读取 List uploaded résumé files List the résumé files you uploaded.
- `create_resume`写入 Build a résumé from my profile Build a résumé from your existing master profile. To create or tailor one conversationally, use chat.
- `export_resume`写入 Export a résumé as PDF Export one of your résumés as a PDF for you to download. This does not submit an application.
- `set_master_resume`写入 Choose my master résumé Choose which of your résumés is the primary résumé used for tailoring.
- `duplicate_resume`写入 Copy a résumé Make an editable copy of one of your résumés.
- `list_resume_versions`读取 List résumé versions Read the saved versions of one of your résumés before restoring or editing it.
- `get_resume_download`读取 Download an uploaded résumé Get a download URL for one of your uploaded résumé files. Treat the returned URL as private.
- `search_jobs`读取职位卡片 Search jobs Search live job postings from employer career sites and job boards by what the person is looking for, with optional filters for title, location, remote work and pay. Returns up to 10 job cards a page; page with offset or cursor. Each job opens at https://www.metaintro.com/job/<id>; read one in full with get_job, and its employer with get_company and the job's companySlug.
- `get_job`读取职位卡片 Read a job posting Read one job posting in full, by the id a search returned: description, requirements, pay, location and the employer's apply link.
- `get_market_insights`读取 Read the job market for a search Summarize the live job market for a search: how many jobs match, the median listed pay, the most common work arrangement and the top requested skills, with how the search was understood. Takes the same query and filters as search_jobs.
- `get_company`读取 Read a company Read an employer's profile by its slug (companySlug on a job): what it does, size, how it is hiring (open roles, 30-day change, departments, locations, remote share, how long roles stay open), observed pay bands, work arrangement, benefits and recent events. Its page is https://www.metaintro.com/company/<slug>.
- `list_company_jobs`读取职位卡片 List a company's open jobs List an employer's open jobs by its slug, newest first. Page with cursor.
- `find_similar_jobs`读取职位卡片 Find similar jobs Find live jobs like one job, by the id a search returned: the same kind of role in the same place (or remote, when the job is remote), as up to 10 job cards. Use it when a job is closed, a near miss, or the person wants more like it.
- `get_local_demand`读取 Read local job demand Read which kinds of roles are hiring most in a place (city, region, country): open jobs by role category, with total open jobs, employers and sectors. When a place has too few role types it widens to the region, the country or worldwide; scope and locationLabel say which. Use it when someone does not yet know what to look for.
- `list_matched_jobs`读取 List jobs matched to me List the jobs Metaintro matched to you. Set newOnly to see only ones you have not opened. Page with cursor.
- `get_next_steps`读取 What to do next Read what needs doing in your job search, most urgent first: interviews in the next two days (INTERVIEW), reminders that are due (REMINDER), application deadlines within a week (DEADLINE), postings that closed while you were applying (CLOSED_POSTING), applications with no news for 14 days (NO_ACTIVITY) and applications started but not confirmed (UNCONFIRMED_APPLICATION). Each item names its tracked job. Also returns how many jobs sit in each stage, your weekly momentum and, in a program, this week's goals. Call it at the start of a session.
- `list_my_jobs`读取 List my jobs List every job and lead you are tracking, grouped by stage.
- `get_my_job`读取 Read one of my jobs Read one tracked job or lead in full, with its notes, contacts, interviews, offer and reminders.
- `check_resume_fit`写入 Check my résumé against a job Score how well your base résumé fits a tracked job and save the score and its details on the job. savedJobId comes from list_my_jobs. Refused until you have uploaded a résumé.
- `save_job`写入 Save a job or lead Start tracking a job or a lead. Saving the same job again updates supplied fields, including title and company, and records another save activity. idempotencyKey does not deduplicate saves; read the tracked job before retrying a call whose outcome is unknown.
- `update_my_job`写入 Update a tracked job Move a tracked job to another stage, or change its pay, location, note or interview.
- `add_job_note`写入 Add a note to a job Add a note to a tracked job or lead.
- `record_application`写入 Record an application Record that you applied to a tracked job: how, when, and with which résumé.
- `set_job_reminder`写入 Set a job reminder Set a reminder on a tracked job, such as a follow-up date.
- `get_weekly_work_search`读取 Read my weekly work search Read one week of your work search activity, as unemployment programs ask for it. Only for people an organization enrolled in its work-search program (whoami's workSearchProgram.enrolled); anyone else is refused, so don't offer it to them.
- `export_weekly_work_search`写入 Export my weekly work search Export one week of your work search as CSV (week is current or that week's start date, YYYY-MM-DD), to attach to an unemployment claim's weekly certification. Same program rule as get_weekly_work_search.
- `set_email_preferences`写入 Change my emails and notifications Turn Metaintro's emails and push notifications on or off. similarJobsEnabled emails new jobs like the ones you saved (Metaintro's job alerts); careerDigestEnabled the career digest; caseThreadEmailEnabled email from your case manager's conversation; pushNotificationsEnabled phone notifications; marketingEnabled, partnerIntrosEnabled and onboardingEmailsEnabled the rest. Send only the switches to change; it returns them all.
- `get_memory`读取 Read what Metaintro remembers Read the things Metaintro's chat has remembered about you and your search.
- `list_threads`读取 List my conversations List your conversations, newest first. Page with cursor.
- `read_thread`读取 Read a conversation Read the messages in one of your conversations, including your case manager's. Page with cursor.
- `record_job_contact`写入 Save a job contact Save a contact on a tracked job. This records information; it does not contact the person.
- `record_interview`写入 Record an interview Record an interview and its details on a tracked job. Use chat for interview preparation.
- `record_offer`写入 Record a job offer Record offer terms on a tracked job. This does not accept or decline an offer with the employer.
- `record_follow_up`写入 Record a follow-up Record a follow-up you already made on a tracked job. This does not send a message.
- `update_job_reminder`写入 Update a job reminder Update or complete an existing reminder for a tracked job.
- `list_application_materials`读取 List application materials Read the résumé and supporting documents prepared for a tracked job.
- `get_job_document`读取 Read an application document Read a saved application document such as a cover letter or interview notes.
- `save_job_document`写入 Save an application document Save document content on one of your tracked jobs, using the version fields in the schema to avoid overwriting newer work.
- `export_job_document`写入 Export an application document Export a prepared document for your own use. This does not send it to an employer.
- `check_job_availability`写入 Check whether a job is open Check the availability of a job you are tracking before applying.
- `get_case_manager`读取 Read my case manager's status See who your case manager is on a conversation and whether a request to them is open.
- `message_case_manager`写入 Message my case manager Request a message to your case manager in one of your conversations. Your approval setting decides whether it waits for you; pass reason so you can tell what you are approving. Pass a stable clientMessageId so a retry sends it once.
- `request_case_manager`写入 Ask for my case manager Ask your case manager to join a conversation, with an optional message and priority.

可通过 search_actions 和 run_action 使用的更多操作183

**组织工具92**

- `whoami`读取 Who am I Who this agent acts as, what its key may do, and the organizations where the person works as staff (with each one's slug and id, which the case manager tools take). Call it first.
- `search_actions`读取 Search actions Find any action this agent can run beyond the named tools: everything a job seeker or a case manager can do in Metaintro. Returns each action's name, whether it reads, writes or needs a person's approval, and its inputSchema. Run one with run_action.
- `get_action_request`读取 Check a waiting action Read one action your agent asked for that waits for you: whether it is still waiting, approved and done, declined or expired, and its result once it ran. Takes the request id a held call returned.
- `run_action`写入 Run an action Run one action that search_actions found, with its input. It runs as you, with the same access you have in the app. Your approvalMode from whoami determines whether a write runs immediately or waits for approval. Reads run immediately.
- `search_jobs`读取职位卡片 Search jobs Search live job postings from employer career sites and job boards by what the person is looking for, with optional filters for title, location, remote work and pay. Returns up to 10 job cards a page; page with offset or cursor. Each job opens at https://www.metaintro.com/job/<id>; read one in full with get_job, and its employer with get_company and the job's companySlug.
- `get_job`读取职位卡片 Read a job posting Read one job posting in full, by the id a search returned: description, requirements, pay, location and the employer's apply link.
- `get_market_insights`读取 Read the job market for a search Summarize the live job market for a search: how many jobs match, the median listed pay, the most common work arrangement and the top requested skills, with how the search was understood. Takes the same query and filters as search_jobs.
- `get_company`读取 Read a company Read an employer's profile by its slug (companySlug on a job): what it does, size, how it is hiring (open roles, 30-day change, departments, locations, remote share, how long roles stay open), observed pay bands, work arrangement, benefits and recent events. Its page is https://www.metaintro.com/company/<slug>.
- `list_company_jobs`读取职位卡片 List a company's open jobs List an employer's open jobs by its slug, newest first. Page with cursor.
- `find_similar_jobs`读取职位卡片 Find similar jobs Find live jobs like one job, by the id a search returned: the same kind of role in the same place (or remote, when the job is remote), as up to 10 job cards. Use it when a job is closed, a near miss, or the person wants more like it.
- `get_local_demand`读取 Read local job demand Read which kinds of roles are hiring most in a place (city, region, country): open jobs by role category, with total open jobs, employers and sectors. When a place has too few role types it widens to the region, the country or worldwide; scope and locationLabel say which. Use it when someone does not yet know what to look for.
- `list_members`读取 List members List an organization's members you may see, with stage, status, case manager, last contact and next action. Filter and sort; page with cursor.
- `find_member`读取 Find a member Find members of an organization by name or email.
- `get_member`读取 Read a member Read one member's record in an organization.
- `get_member_profile`读取 Read a member's profile Read a member's master profile.
- `get_member_brief`读取 Read a member's brief Read the latest brief on a member: where their search stands and what to do next. Use it as a handoff summary.
- `generate_member_brief`写入 Write a fresh member brief Write a fresh brief on a member from their current record, for a handoff or a meeting.
- `get_what_matters`读取 Read what matters to a member Read the lines on what matters most in a member's search. Until staff save their own list, they come from the latest brief.
- `set_what_matters`写入 Set what matters to a member Replace the lines on what matters most in a member's search. Send every line to keep, with source STAFF for any line you wrote or changed.
- `list_member_activity`读取 List a member's activity List a member's timeline: notes, check-ins, outreach, applications and stage changes. Page with cursor.
- `add_member_note`写入 Add a note on a member Add a note to a member's record. Every note is stored the same way; type is recorded only in the audit log.
- `log_check_in`写入 Log a check-in Log a check-in you had with a member: the day, how, which direction, a note and the next follow-up date.
- `list_check_ins`读取 List check-ins List an organization's check-ins, by status and owner.
- `log_outreach`写入 Log outreach Record contact with an employer or anyone else on a member's behalf: the channel, the direction, what was said and when.
- `update_pipeline_stage`写入 Move a member's stage Move a member to another pipeline stage: intake, searching, résumé building, applying, interviewing, offer or placed.
- `update_member_status`写入 Change a member's status Change a member's status in the organization. Depending on the person's approval setting it may wait for approval; pass reason so they can tell what they are approving.
- `assign_case_manager`写入 Assign a case manager Assign a member to a case manager. Depending on the person's approval setting it may wait for approval; pass reason so they can tell what they are approving.
- `list_case_managers`读取 List case managers List an organization's active case managers by name, up to 100 a page, with each one's caseload. Narrow it with search (part of a name or email) or staffIds; pass nextCursor back as cursor for the next page.
- `list_job_lists`读取 List job lists sent List the job lists sent to a member, newest first, with how many roles reached each status. Pass nextCursor back as cursor for older lists; read one list's roles with get_job_list.
- `get_job_list`读取 Read a job list Read one job list in full: each role, its status and feedback, and the attachments sent with it.
- `update_role_status`写入 Update a role's status Record where a member stands on a role from a job list you sent them.
- `get_member_job_board`读取 Read a member's jobs Read every job and lead a member is tracking, by stage.
- `move_member_job`写入 Move a member's job Move a job on a member's My jobs board to another stage: SAVED, APPLYING, APPLIED, INTERVIEWING or OFFERED, or close it as ACCEPTED, REJECTED, WITHDRAWN or NO_REPLY. Activity records you as the one who moved it. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `add_member_job_note`写入 Add a note to a member's job Add a note to a job on a member's board. The member and your team see it, signed with your name. savedJobId is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `record_member_application`写入 Record a member's application Record that a member applied to a job on their board: how, when (appliedAt) and with which résumé. Moves a saved job to APPLIED. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `set_member_job_reminder`写入 Set a reminder on a member's job Set a reminder on a job on a member's board, such as a follow-up date. The member sees it. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `update_member_job_reminder`写入 Update a reminder on a member's job Complete, cancel or snooze a reminder on a member's job. Snooze needs snoozedUntil. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `record_member_job_contact`写入 Record a contact on a member's job Add or update a person on a member's job: a recruiter, hiring manager or referrer. Pass contactId to update one. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `record_member_interview`写入 Record an interview on a member's job Add or update an interview round on a member's job: when, format and outcome. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `record_member_offer`写入 Record an offer on a member's job Record or update an offer on a member's job: pay, start date, decision deadline and outcome. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `archive_member_job`写入 Archive a member's job Take a job off a member's board. restore_member_job puts it back. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `restore_member_job`写入 Restore a member's job Put an archived job back on a member's board. id is the job's id from get_member_job_board. Pass provenance when the change comes from something the member said or sent: a note on why, the channel, when they told you (reportedAt) and when it actually happened (occurredAt, which dates the event). The member can see this record.
- `log_off_list_application`写入 Log an application Record an application a member made to a job that was not on a list you sent.
- `get_work_queue`读取 Read my work queue Read the organization's work queue: what is waiting on staff, block by block. Each block holds its first rowsPerBlock rows (25 unless you ask for up to 50), its total (null when only a lower bound is known) and whether more are waiting.
- `list_reply_queue`读取 List members waiting on a reply List members whose newest message waits on a staff reply.
- `read_member_thread`读取 Read a member's conversation Read one of a member's conversations. Page with cursor.
- `add_staff_note`写入 Add a staff-only note Add a note on a member's conversation that only staff see. The member never sees it.
- `list_tasks`读取 List tasks List an organization's tasks, by status and owner.
- `create_task`写入 Create a task Create a task, optionally for a member, with a due date.
- `update_task_status`写入 Change a task's status Change a task's status.
- `list_placements`读取 List placements List an organization's placements (a member's path to a specific job: SOURCING, INTERVIEWING, OFFER, PLACED), newest first, with the member and counts by stage. Filter by stage or memberId; page with page and pageSize (up to 100).
- `list_placement_options`读取 List placements to link List recent placements as short labels (role • company, and the member's name) with their ids, to link a task to one as placementId.
- `record_placement`写入 Record a placement Record a member's path to a specific job: roleTitle and companyName, the stage (SOURCING unless you say otherwise; PLACED when they were hired), notes and where the role came from (source). Placements are what an organization's outcomes are counted from, so record a hire as PLACED.
- `move_placement_stage`写入 Move a placement's stage Move a placement to SOURCING, INTERVIEWING, OFFER or PLACED. Pass occurredAt when it happened earlier than now, such as the member's start date. Moving to PLACED counts the member as placed and resolves the placement's stalled alert.
- `update_placement`写入 Update a placement Correct a placement's role, company, stage, notes or source. Send every field you want to keep; read it with list_placements first.
- `get_outcomes_overview`读取 Read outcomes at a glance Read an organization's outcomes for a period: caseload, new members, members placed, check-ins completed, staff contacts, median reply time, members gone quiet and how many sit at each stage. window sets the period: from and to as YYYY-MM-DD (at most 366 days apart), timeZone as an IANA name such as America/Chicago, unit (day, week or month) for the trend, and weekStart (0 for Sunday, 1 for Monday). Each figure comes with the previous period of the same length, so say what changed. A case manager without broad access sees their own caseload (scope caseload); sample true means the numbers are demonstration data.
- `get_placements_report`读取 Read the placements report Read placements for a period: members placed, placements and offers, median days to placed, open placements by stage, top employers and the most recent placements. window sets the period: from and to as YYYY-MM-DD (at most 366 days apart), timeZone as an IANA name such as America/Chicago, unit (day, week or month) for the trend, and weekStart (0 for Sunday, 1 for Monday). Each figure comes with the previous period of the same length, so say what changed. A case manager without broad access sees their own caseload (scope caseload); sample true means the numbers are demonstration data.
- `get_pipeline_report`读取 Read the pipeline report Read how members move through the pipeline in a period: members at each stage, moves forward and backward, and median days to placed. window sets the period: from and to as YYYY-MM-DD (at most 366 days apart), timeZone as an IANA name such as America/Chicago, unit (day, week or month) for the trend, and weekStart (0 for Sunday, 1 for Monday). Each figure comes with the previous period of the same length, so say what changed. A case manager without broad access sees their own caseload (scope caseload); sample true means the numbers are demonstration data.
- `get_engagement_report`读取 Read the engagement report Read how engaged members were in a period: how many were active, what they did (searched, wrote a message, saved a job, applied, had an interview, got an offer) and the searches they ran most. window sets the period: from and to as YYYY-MM-DD (at most 366 days apart), timeZone as an IANA name such as America/Chicago, unit (day, week or month) for the trend, and weekStart (0 for Sunday, 1 for Monday). Each figure comes with the previous period of the same length, so say what changed. A case manager without broad access sees their own caseload (scope caseload); sample true means the numbers are demonstration data.
- `get_case_work_report`读取 Read the case work report Read the staff's case work in a period: check-ins, contacts by channel, job lists sent, outreach, reply times and each staff member's share. window sets the period: from and to as YYYY-MM-DD (at most 366 days apart), timeZone as an IANA name such as America/Chicago, unit (day, week or month) for the trend, and weekStart (0 for Sunday, 1 for Monday). Each figure comes with the previous period of the same length, so say what changed. A case manager without broad access sees their own caseload (scope caseload); sample true means the numbers are demonstration data.
- `list_promises`读取 List what you promised a member List the promises staff made to a member, open and kept, each with its owner and due date, and whose turn it is in the conversation. Read it before a meeting so nothing promised is forgotten.
- `add_promise`写入 Record a promise to a member Record something you promised a member, such as sending three warehouse roles by Friday, with a due date (YYYY-MM-DD, or null) and a stable submissionId so a retry records it once. It becomes the member's next action until it is kept.
- `set_promise_kept`写入 Mark a promise kept Mark a promise to a member kept, or open again with kept false. promiseId comes from list_promises.
- `list_alerts`读取 List alerts List an organization's alerts, newest first: unanswered replies (THREAD_REPLY), overdue or due next actions, members gone quiet, sent job lists with no answer, stalled stages, new members and job card outcomes or feedback. Filter by status (OPEN, ACKNOWLEDGED, RESOLVED) or eventType; page with cursor. Alert types you muted are left out.
- `acknowledge_alert`写入 Acknowledge an alert Acknowledge an alert: you have seen it and it stays open until it is resolved.
- `resolve_alert`写入 Resolve an alert Resolve an alert once what it asked for is done. Needs permission to manage the organization.
- `snooze_alert`写入 Snooze an alert Hide an alert until a date and time (until, ISO 8601), such as the day after a scheduled check-in.
- `list_recommendations`读取 List recommendations for a member List the recommendations on a member's record: prompts to try next, jobs to save, check-ins, follow-up tasks and profile corrections. Filter by status (OPEN, RESOLVED) or threadId. Staff see them on the member's record.
- `recommend_for_member`写入 Add a recommendation for a member Add a recommendation to a member's record for the team to act on: type NEXT_PROMPT, SAVED_JOB, CHECK_IN, FOLLOW_UP_TASK or PROFILE_CORRECTION, a short title, a description, an optional link (url) and due date (dueAt).
- `resolve_recommendation`写入 Resolve a recommendation Resolve a recommendation once it is done. recommendationId comes from list_recommendations.
- `update_check_in_status`写入 Change a check-in's status Mark a scheduled check-in COMPLETED, NO_SHOW or RESCHEDULE, or back to SCHEDULED. id comes from list_check_ins. To record what was said, use log_check_in.
- `update_task`写入 Update a task Change a task's title, description, member, priority, due date or status. Send every field you want to keep; read it with list_tasks first.
- `list_member_threads`读取 List a member's conversations List a member's recent conversations you may see, newest first, and which one is their case conversation (the one staff and the member share). Read one with read_member_thread.
- `open_case_thread`写入 Open a member's case conversation Return the member's case conversation, starting it if they have none yet. Returns its threadId and whether it was created. Job list rounds and staff messages go here.
- `get_member_work_search`读取 Read a member's work-search weeks Read a member's weekly work-search record for an unemployment program, newest week first (12 unless you pass limit, up to 52): activities, applications and whether each week met the requirement. Only where the organization keeps work-search evidence.
- `export_member_work_search`写入 Export a member's work-search record Export a member's work-search activities as CSV, for a program's weekly certification. Needs permission to export data. Depending on the person's approval setting it may wait for approval; pass reason naming the member.
- `log_job_list`写入 Log a job list sent outside Metaintro Record a job list you already gave a member some other way (email, WhatsApp, in person): the roles (title, employer, location, pay, apply link), when it was sent and a note. Nothing is sent. To send roles to a member from Metaintro, use start_job_list_round.
- `add_job_list_roles`写入 Add roles to a logged job list Add roles to a job list you logged with log_job_list. Nothing is sent.
- `start_job_list_round`写入 Start a job list for a member Start the next job list round to email a member; it returns the round's jobListId. Each call starts a new round and carries over roles not yet sent, so first call preview_job_list_round without jobListId: when it returns a round, add to that one. Then add roles with add_job_list_round_role, read it with preview_job_list_round and send it with send_job_list_round. threadId is the member's case conversation, from open_case_thread.
- `add_job_list_round_role`写入 Add a role to a job list round Add a role to an unsent job list round: title, employer, location, pay (comp), the apply link (applyUrl, required, checked before it is added; a closed posting is refused), why it fits the member (whyFits) and any catch (catchNote). A role already in the round (same employer, title, location, pay and posted date) is kept as it is and returns duplicate: true; only a new apply link replaces the old one, so get whyFits and catchNote right the first time. Use roles from search_jobs or find_similar_jobs and name the evidence in whyFits. threadId is the member's case conversation, from open_case_thread.
- `preview_job_list_round`读取 Preview a job list round Read the email a job list round will send: subject, the roles that will go and the ones skipped or held, the member's constraints it was checked against, and contentHash. Show it to the case manager before sending. round is null when nothing is waiting to send. threadId is the member's case conversation, from open_case_thread.
- `send_job_list_round`写入 Send a job list round Email a job list round to the member, signed with your name. Pass the contentHash from preview_job_list_round; if the list changed since, it is refused and you preview again. Depending on the person's approval setting it may wait for approval; pass reason naming the member and the roles. threadId is the member's case conversation, from open_case_thread.
- `show_results`读取 show results Cabinet: Show what has already been found and learned for one job seeker: what we know about them and what is still missing, the questions to ask them, what their recent job searches found and why, and the newest reply drafted for them. Use it first for any question about one person, such as why they have no new jobs, what to ask them, what was found for them, or what was drafted. It reads what exists and starts no new work.
- `get_status_report`写入 get status report Cabinet: Write a new status report on the job seekers: what changed, who is waiting, and who to focus on first. The report the case manager is reading is already in the conversation. Call this only when the case manager asks for a report: a fresh one, one since a date, or one about one person. For a question about one person, use show_results instead. It takes up to half a minute.
- `find_jobs`写入 find jobs Cabinet: Look for jobs for some of the job seekers, or for everyone. Use it when the case manager asks to find, search for, or look for work for somebody. Each search runs on its own and takes a few minutes.
- `draft_replies`写入 draft replies Cabinet: Draft the next message to some of the job seekers, or to everyone. Use it when the case manager asks to draft, write, reply to, or check in with somebody. Nothing is sent: each draft waits until the case manager asks to send it.
- `send_replies`写入 send replies Cabinet: Send the drafted replies to some of the job seekers, or to everyone with a draft waiting. Use it only when the case manager asks to send, such as send it, send Marisol's draft, or send the replies. Each person gets the newest draft written for them in the last two weeks, as it was written, with its roles. A draft goes nowhere when somebody already replied after it, or when the person wrote after it.
- `check_progress`读取 check progress Cabinet: How a search or a draft placed in this chat is going: who is finished, and what came of it. Use it when the case manager asks how it is going, or whether it is done.
- `cancel_request`写入 cancel request Cabinet: Stop a search or a draft placed in this chat. Work already running stops at its next step, and what it wrote stays.
- `list_job_seekers`读取 list job seekers Cabinet: Who is on the caseload and where each one stands: their stage, how long since anybody reached them, what is booked next, what they want, and what blocks them. Narrow it to the people a question is about.
- `read_activity`读取 read activity Cabinet: Who on the caseload did something over the last days, or did not, person by person. It reads the whole caseload at once, however many people are on it. Use it for questions such as who searched for jobs this week, who has not applied in a month, who has been most active, who did nothing at all, or what Andy and Lena did lately. It answers with how many matched, and lists up to 100 of them with everything each did, when, and the jobs they searched for. Leave activity out to look at everything.
- `count_activity`读取 count activity Cabinet: How many people on the caseload did each thing over the last days, and how many times, with the job titles they searched for most. It reads the whole caseload at once. Use it for questions such as how many people applied this month, what people are searching for, how activity changed week by week, or which stage or city is most active.

可通过 search_actions 和 run_action 使用的更多操作271

提示词

## 现成的工作流

支持 MCP 提示词的客户端会把这些显示为命令。选择一个，智能体就会用上面的工具开始执行工作流。

### 公开

- `find_jobs_that_fit`Find jobs that fit A short list of live jobs that fit what you want, with what still needs checking. 参数: role, location (可选)
- `explore_careers`Explore jobs near me What is hiring where you live, and which of those roles suit you. 参数: location

### 个人

- `plan_my_day`Plan my job search today What needs doing today: interviews, due reminders, deadlines, stale applications and new matches.
- `find_jobs_that_fit`Find jobs that fit A short list of live jobs that fit what you want, with what still needs checking. 参数: role, location (可选)
- `explore_careers`Explore jobs near me What is hiring where you live, and which of those roles suit you. 参数: location
- `tailor_resume_for_job`Tailor my résumé to a job A copy of your master résumé tailored to one job, ready to export. 参数: jobId
- `prepare_for_interview`Prepare for an interview A briefing on the company and role, likely questions and stories from your experience. 参数: savedJobId
- `weekly_review`Review my week What you did this week, what came of it and what to change next week.

### 组织

- `triage_my_caseload`Triage my caseload Who needs you first today and the one action that moves each of them.
- `prepare_member_meeting`Prepare for a member meeting A one-page briefing on a member: where their search stands and what to agree next. 参数: memberId
- `find_jobs_for_member`Find jobs for a member Live roles that fit a member, checked against what matters to them, ready to send as a job list. 参数: memberId
- `report_outcomes`Report our outcomes A short outcomes report for a period: placements, engagement and case work, with what changed. 参数: period (可选)

安全设计

## 智能体只以您本人的身份行事

所有连接、所有客户端都遵循同样的规则。

- ### 仅代表一人行事 连接以登录者本人的身份行事，只拥有此人的权限，别无其他。
- ### OAuth 与权限范围 通过 OAuth 2.1（使用动态客户端注册和 PKCE）或个人密钥登录。读取和写入是两个独立的权限范围：mcp.read 和 mcp.write。
- ### 由您决定哪些操作需暂缓 通过审批设置，您可以让智能体的操作立即执行、仅暂缓敏感操作，或暂缓全部操作。被暂缓的操作会在“设置”>“智能体”中等待，直到您批准或拒绝。
- ### 组织之间相互隔离 组织地址只能访问该组织的成员。对其他任何组织的访问一律拒绝。
- ### 每次写入都有记录 每项更改都会记录为智能体代表该用户所做。您可以随时在“设置”>“智能体”中断开任何智能体。
- ### 是数据，而非指令 职位、公司页面和消息都作为供阅读的数据传给智能体，绝不会被当作需要执行的指令。

限制

## 限制与协议

限制按密钥、按分钟计算。公开地址按网络地址限制。

**公开工具调用**
: 每分钟 30 次

**读取**
: 每分钟 240 次

**写入**
: 每分钟 60 次

**与助手对话**
: 每分钟 12 次

**Cabinet 工具**
: 每分钟 12 次

**传输方式**
: Streamable HTTP，无状态

**协议**
: 2026-07-28 及 2025 年各修订版

**结果格式**
: 职位卡片、JSON 文本和结构化内容

常见问题

## 关于 MCP 服务器的常见问题

**免费吗？**

免费。所有连接都免费：公开搜索、您自己的求职事务以及组织工具。速率限制让每个人都能流畅使用。

**需要账户吗？**

仅搜索的话不需要。公开地址无需登录即可搜索职位和雇主。要处理您自己的个人资料、简历和申请，请使用免费的 Metaintro 账户登录。

**哪些客户端可以使用？**

任何支持通过 Streamable HTTP 连接远程 MCP 服务器的客户端都可以，包括 Claude、Claude Code、ChatGPT、Cursor、VS Code 和 Codex。Claude 和 ChatGPT 会以交互式职位卡片展示职位结果，其他客户端则以 JSON 获取相同结果。

**它能替我申请职位吗？**

不能。它会记录您提交的申请，让您的跟踪列表保持最新，但绝不会替您提交申请。它代您发送的任何内容，例如给个案经理的消息，都遵循您的审批设置，您可以让它等到您批准后再发送。

**它和职位 API 有什么不同？**

职位 API 是供您自己的代码调用的 REST 端点：一个密钥、职位搜索、每分钟 60 次请求。MCP 服务器专为 AI 智能体打造：智能体会自行发现工具，登录后不仅能搜索职位，还能处理您自己的求职事务。

立即开始

## 一行命令，让智能体搜索实时职位

现在就添加公开地址。等您想让智能体处理自己的求职事务时再登录。

[连接您的账户](/zh/settings/agents)[返回开发者页面](/zh/developers)

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