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"Context7 - Tool or Service Lookup" matching MCP servers:

  • Context7 MCP

    upstash
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
    Last updated
    2
    1,107,080
    59,710
    MIT

  • Context7 MCP

    3737123Dush
    A
    license
    A
    quality
    D
    maintenance
    Provides LLMs with up-to-date, version-specific documentation and code examples directly from library sources, eliminating outdated training data and hallucinated APIs by fetching current documentation at prompt time.
    Last updated
    2
    1,107,080
    MIT

  • Context7 MCP Server

    NimbleBrainInc
    A
    license
    -
    quality
    -
    maintenance
    Provides access to the Context7 API for searching up-to-date documentation, code examples, API references, and troubleshooting help across thousands of programming libraries and frameworks. Enables developers and AI agents to quickly find accurate documentation, compare libraries, get migration guides, and resolve coding issues.
    Last updated

  • SERVICE

    baiehclaca
    A
    license
    -
    quality
    D
    maintenance
    A persistent 24/7 background daemon that aggregates all downstream MCP servers into one unified connection and layers on a real-time notification gateway so AI agents can receive events from X/Twitter, Slack, Email, and webhooks.
    Last updated
    13
    1
    MIT

  • cve-lookup-mcp

    Aashish-32
    A
    license
    A
    quality
    C
    maintenance
    Provides live CVE data from NVD and EPSS without API key, enabling AI assistants to look up CVSS scores, search vulnerabilities, and check product CVEs.
    Last updated
    3
    MIT

  • fi-lookup-mcp

    nlsnnvas
    A
    license
    -
    quality
    A
    maintenance
    Resolves messy financial institution records against canonical regulatory identifiers from FDIC, NCUA, and FFIEC public datasets.
    Last updated
    MIT

  • Database Lookup Protocol (DLP)

    kalyangupta12
    A
    license
    -
    quality
    B
    maintenance
    Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.
    Last updated
    8
    7
    MIT

  • kmp-api-lookup-mcp

    SuLG-ik
    A
    license
    -
    quality
    C
    maintenance
    Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs. Supports querying classes, members, and platform constants via MCP tools for Kotlin Multiplatform development.
    Last updated
    13
    4
    MIT

  • assessor-lookup-mcp

    chadru
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to look up county assessor public records for properties, check MLS discrepancies against public data, and discover new county assessor sources, all via a local MCP server for real-estate appraisal workflows.
    Last updated
    5
    MIT

  • RooCode-RAG-Lookup

    Mazchoo
    F
    license
    -
    quality
    D
    maintenance
    Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.
    Last updated

  • context7-mcp

    xiaobenyang-com
    A
    license
    A
    quality
    D
    maintenance
    Context7 MCP is a service that provides developers with the latest code documentation and examples. By integrating into the development environment, it ensures that the code generated by LLMS is based on the latest library documentation.
    Last updated
    2
    2
    Apache 2.0

  • graph-tool-call

    SonAIengine
    A
    license
    A
    quality
    A
    maintenance
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    6
    MIT