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"Multi-agent AI systems for collaborative code development" matching MCP servers:

  • ai-jobs-agent

    wale-eth
    A
    license
    -
    quality
    B
    maintenance
    ai-jobs-agent MCP server: Exposes an autonomous job-detection agent's data to MCP clients, offering tools to search jobs, retrieve job details, view detection-latency statistics, and trigger on-demand sweeps
    1
    MIT

  • ai-orders-agent

    legalrealist
    A
    license
    -
    quality
    B
    maintenance
    Enables querying and filtering a read-only dataset of AI-related court orders with full-text search, facets, and record retrieval via MCP, OpenAPI, or REST endpoints.
    MIT

  • MCP Server for Intercom

    raoulbia-ai
    A
    license
    A
    quality
    F
    maintenance
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    4
    8
    Apache 2.0

  • Database Tools for Claude AI

    elber-code
    A
    license
    B
    quality
    D
    maintenance
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    1
    3
    4
    MIT

  • code-intel

    nairraf
    A
    license
    -
    quality
    C
    maintenance
    Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.
    MIT

  • mcp-multi-note

    Hermes-pm
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that enables AI agents to search, read, and create notes across six note-taking platforms (Feishu, Obsidian, Notion, Yuque, OneNote, Evernote) through a single unified interface.
    MIT

  • multi-site-monitor

    faisibash-oss
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that pulls PageSpeed Insights and Google Search Console data across multiple owned sites, enabling cross-site performance reports and synthesis via Claude.
    MIT

  • code-search

    amolchanov
    A
    license
    -
    quality
    D
    maintenance
    Enables semantic code search across indexed code folders using vector embeddings, with support for multiple embedding providers and automatic file watching. Provides an admin UI and integrates with MCP clients for natural language code queries.
    MIT

  • AI SQL Agent MCP Server

    rajmyagentit-del
    A
    license
    -
    quality
    B
    maintenance
    Lets AI clients ask natural-language questions about a SQL database with production-safe guardrails, schema grounding, and read-only enforcement.
    MIT

  • code-context

    infino-ai
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that indexes a repository locally and provides keyword, semantic, hybrid, and SQL search tools, enabling coding agents to answer questions about the codebase efficiently without reading files one by one.
    76
    19
    Apache 2.0

  • code-grapher

    mufasadb
    F
    license
    -
    quality
    D
    maintenance
    Enables Claude to intelligently analyze and query codebases using knowledge graphs, supporting natural language code search, relationship discovery, and incremental updates.
    11

  • Agent Search MCP

    lennney
    A
    license
    A
    quality
    A
    maintenance
    Free multi-source search for AI agents with multi-source verification, token savings, and MCP native support.
    7
    227
    105
    Apache 2.0

  • perplexity-agent-mcp

    zalez
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for Perplexity's Agent API, enabling multi-step web research with citations through tools to start, collect, and cancel research runs.
    3
    BSD 3-Clause

  • mcp-server-bm25-code-search

    toaruR
    A
    license
    A
    quality
    C
    maintenance
    Enables fast, low-token code search for AI coding agents via a local BM25 engine built on SQLite FTS5, with support for camelCase, snake_case, and Japanese text. Provides a stateless MCP stdio server and a Hermes adapter for multi-agent environments.
    1
    MIT