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Adding functionality to large language models MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

16,819 servers. Last updated 2026-02-01 23:54

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"Adding functionality to large language models" matching MCP servers:

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    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated a month ago
    1,417
    BSD 3-Clause
    • Apple
    • Linux
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    Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.
    Last updated 3 months ago
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    Provides comprehensive AI model metadata through MCP, enabling search and filtering of 100+ AI models by capabilities, pricing, context length, and provider specifications.
    Last updated 6 hours ago
    MIT
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    A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.
    Last updated 2 months ago
    10

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