Open-Source MCP servers

Matching MCP servers:

• Agentic Memory Server

  PrismAero

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  Provides enterprise-grade persistent memory for AI assistants with complete offline operation, enabling intelligent knowledge storage, branch-based organization, and smart search across project domains while keeping all data local and secure.

  Last updated -

  MIT License

• Code Graph Context

  drewdrewH

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  Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

  Last updated -

  86

  3

  MIT License

• Best Practices MCP Server

  n-ochs

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  security

  F

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  Provides Python and FastAPI coding best practices with searchable guidelines, code review capabilities, and actionable improvement suggestions with examples across general coding, performance, and code quality categories.

  Last updated -

• Code Context Provider MCP

  AB498

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  Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.

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  62

  20

  MIT License

• Code Context MCP Server

  fkesheh

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  An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.

  Last updated -

  18

  MIT License

• CTX: Context as Code (CaC) tool

  context-hub

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  CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.

  Last updated -

  268

  MIT License