Marvin Recruiter

io.github.marvin-recruiter由 GitHub 账号 marvin-recruiter 发布v1.0.0更新于 Oct 29, 2026

Recruitment ATS + CRM for agencies: candidates, jobs, pipeline and outreach, with your permissions.

已验证Streamable HTTP可网页运行效率与工作流沟通与协作商业与电商

概览

AI 生成的概览

Marvin Recruiter 的远程 MCP 服务器，让助手以用户本人权限访问招聘机构的候选人、职位、流程与触达数据。

可以做什么
  • 搜索、计数、筛选并读取候选人、联系人、公司、职位、流程、任务与笔记等记录，以及已保存搜索、统计和团队成员
  • 创建、更新、复制、合并和删除记录、笔记、列表与提醒
  • 管理招聘流程：推进阶段、添加面试反馈、安排面试、处理申请、批量关闭职位流程
  • 将候选人与职位匹配打分、比较候选人、查找相似人才或职位
  • 起草触达消息、候选人简报、总结、面试问题与下一步建议，并发送消息或加入触达序列
  • 搜索并导入 LinkedIn 资料、补全联系方式、将职位发布到招聘网站或招聘主页，以及执行 Marvin 内置操作
适用场景
适合已在 Marvin Recruiter 中开展工作的招聘机构、IT 咨询与人力派遣团队，希望助手在对话中检索人才库、准备简报与触达内容并推进招聘流程。
运行要求
需要 Marvin Recruiter 账号及所属工作区席位，无匿名访问或共享密钥。托管端点使用 Streamable HTTP 与 OAuth 2.1，通过浏览器（Google 账号）登录授权。使用 mcp.json 的客户端需 mcp-remote 桥接及 Node.js 18 或更高版本。部分工具依赖工作区功能或管理员角色。
安装前请注意
助手以用户本人账号权限操作，操作记录在用户名下。可写入、删除、合并记录，发送 LinkedIn、邮件或 WhatsApp 消息，将人员加入触达序列，发布职位并消耗补全额度；敏感操作先预览并需确认。LinkedIn 与邮件功能需已连接账号，招聘数据会发送至位于法国的托管服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Marvin Recruiter，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.marvin-recruiter%2Fmarvin-recruiter/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "marvin-recruiter": {
      "type": "http",
      "url": "https://mcp.marvins.ai/mcp"
    }
  }
}

README

Marvin Recruiter MCP server

Français

The official remote Model Context Protocol server of Marvin Recruiter, the recruitment software for recruitment agencies, IT consultancies and staffing firms, published by MARVIN SAS (Paris, France).

It gives Claude, ChatGPT, Cursor and other MCP clients access to your firm's recruitment database (candidates, contacts, companies, jobs, hiring processes, missions and timesheets, notes, lists, sequences and history), with the permissions of your own Marvin account.

https://mcp.marvins.ai/mcp

This repository holds the documentation and the server.json published to the official MCP Registry. It contains no server code: the server is a hosted service, operated by Marvin.

Requirements

  • A Marvin Recruiter account, with a seat in your firm's workspace. There is no anonymous access and no shared key: each user connects with their own account.
  • The MCP server is included in every Marvin plan, with no per-request credit. Your AI assistant subscription stays your own.

At a glance

Endpointhttps://mcp.marvins.ai/mcp
TransportStreamable HTTP
AuthenticationOAuth 2.1 with PKCE and dynamic client registration (RFC 7591)
OAuth metadatahttps://mcp.marvins.ai/.well-known/oauth-protected-resource, https://mcp.marvins.ai/.well-known/oauth-authorization-server
Capabilitiestools, resources, prompts
Tools53
Prompts8

Connect

The same address works for every firm: your sign-in decides the account, the workspace and the permissions. On first use, your client opens a browser window: sign in to Marvin (the sign-in page uses your Google account; if a Marvin session is already open in the same browser, it is reused) and approve the access.

Claude (web and desktop)

Settings → Connectors → Add custom connector, then paste https://mcp.marvins.ai/mcp.

Claude Code

bash
claude mcp add --transport http marvin https://mcp.marvins.ai/mcp

Then run /mcp in Claude Code and choose the server to sign in.

ChatGPT

Settings → Connectors (Apps), add a custom connector with the URL https://mcp.marvins.ai/mcp and the OAuth authentication. Availability of custom connectors depends on your ChatGPT plan and workspace settings.

Cursor and other clients that use an mcp.json file

Use the mcp-remote bridge, which handles the OAuth sign-in through your browser (requires Node.js 18 or later):

json
{  "mcpServers": {    "marvin": {      "command": "npx",      "args": ["-y", "mcp-remote@latest", "https://mcp.marvins.ai/mcp"]    }  }}

Keep the @latest suffix: older versions of mcp-remote can hang on tool calls.

Any other MCP client

Point the client at https://mcp.marvins.ai/mcp with the Streamable HTTP transport. The server answers unauthenticated requests with 401 and a WWW-Authenticate header that points to its OAuth metadata, so clients that implement MCP authorization discover the sign-in on their own.

Security

  • One sign-in per user (OAuth 2.1). No shared token.
  • Every request is limited to the user's firm and follows Marvin roles: a record from another firm returns nothing, and the assistant cannot do anything the user's account could not do. Actions are recorded under the user's name.
  • Sensitive actions (sending a message, enrolling people in a sequence, publishing a job, deleting or merging records, paid enrichment) start as a preview. They only run after the user confirms, in the client's confirmation form when it has one, or in Marvin.
  • Data is hosted in France.

Tools

Tool names are stable identifiers. Some tools depend on the features enabled in your workspace (connected LinkedIn or email account, job board publishing, contact enrichment credits) or on your role (admin-only tools are marked). A workspace admin can choose a lighter tool set to make the assistant faster.

Search and read

ToolWhat it does
searchSearch candidates, contacts, companies, jobs, processes, missions, notes and other records, with filters.
countCount records matching filters.
read_resourceRead a record in full (job description, resume text, company profile...).
boolean_searchKeyword search with boolean operators across profiles.
statsGrouped statistics on records (by stage, owner, status, period...).
stale_entitiesFind records with no recent activity, to follow up.
run_saved_searchRun one of the user's saved searches.
recent_searchesList the user's recent searches.
custom_fields_listList the custom fields defined by the workspace.
list_team_membersList the members of the firm.
get_authenticated_userShow the connected account and workspace.
helpLook up Marvin's documentation.

Create and update

ToolWhat it does
createCreate a record (candidate, contact, company, job, process, note, reminder, list...).
updateUpdate a record.
duplicate_jobDuplicate an existing job as a new one.
merge_recordsMerge duplicate people or companies (preview first, can be undone for 30 days).
manage_taxonomyCurate the workspace's jobs and skills reference (admins).
exportExport a list of companies as CSV (admins, when enabled for the workspace).

Delete

ToolWhat it does
delete_recordDelete a person, company or job (preview first, explicit confirmation).
delete_noteDelete a note.
delete_listDelete a list.
delete_reminderDelete a reminder.

Pipeline and applications

ToolWhat it does
advance_process_stageMove a candidate to another stage of a hiring process.
add_feedbackAdd interview feedback to a process.
schedule_next_interviewRecord the next interview of a process in Marvin, with a reminder (no calendar invitation is sent).
close_job_pipelineClose all remaining candidates of a job in one go (preview first).
applicationsList incoming applications for a job, accept or decline them (preview first).

Matching

ToolWhat it does
match_candidates_to_jobFind candidates in the database who fit a job.
match_jobs_to_personFind jobs that fit a candidate.
find_similar_personsFind profiles similar to a given person.
find_similar_jobsFind jobs similar to a given job.
score_candidates_for_jobRank candidates for a job, with the reasons for each score.
compare_candidatesCompare several candidates against a job.

Writing and analysis

These tools gather the data from Marvin and, where the client supports MCP sampling, have your own assistant write the text.

ToolWhat it does
draft_outreach_for_personDraft a personalised outreach message.
find_and_outreachFind candidates for a job and draft a message for each.
generate_brief_from_processWrite a candidate brief for the client from a hiring process.
summarize_person_activitySummarise the recent activity on a record.
suggest_next_actionSuggest the next step for a process.
generate_interview_questionsPrepare interview questions for a candidate and a job.
detect_duplicate_personsDetect likely duplicate people.
auto_tag_personSuggest tags for a person.

Outreach

ToolWhat it does
send_messageSend a LinkedIn, email or WhatsApp message, or a LinkedIn invitation, from the user's connected account (preview first).
enroll_in_sequenceEnrol people in an outreach sequence (preview first).

LinkedIn and enrichment

ToolWhat it does
linkedin_searchSearch LinkedIn profiles through the user's connected account.
linkedin_lookup_profileLook up a LinkedIn profile.
import_linkedin_profileImport a LinkedIn profile into the database.
enrich_person_from_linkedinUpdate a record from its LinkedIn profile.
enrich_person_contactFind a professional email or phone number, using the firm's enrichment credits (cost shown and confirmed first).

Job publishing

ToolWhat it does
diffuse_job_to_boardsPublish a job on the job boards configured by the firm (preview first).
unpublish_job_from_boardRemove a job from a job board.
manage_career_pagePublish a job on the firm's career page, or take it down.

Marvin actions

ToolWhat it does
find_actionsFind an action available in Marvin's built-in assistant.
execute_actionRun that action, with the same confirmation rules as in Marvin.

Prompts

PromptWhat it produces
brief-candidateA structured candidate brief, ready to send to the client.
interview-summaryA summary of the latest interview of a process.
sourcing-planA sourcing plan for a job: target personas, keywords, expected volume.
relance-candidatA short, personalised follow-up message to a candidate.
recap-pipelineThe state of a job's pipeline, stage by stage, with highlights and risks.
bilan-missionA review of a consulting or interim management mission.
prepa-rendez-vousPreparation notes for a client meeting.
cartographie-marcheA market map for a job or a sector: target companies, profiles already in the database, priorities.

License

The documentation in this repository is released under the MIT License. The Marvin name and logo are not covered by this license. The Marvin service is subject to its own terms.

来源：README.md，提交 3dd7591

工具

0
该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v1.0.0最新Oct 29, 2026

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