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  • A
    license
    A
    quality
    C
    maintenance
    A local-first MCP server that indexes code repositories and enables AI assistants to search, fetch, and navigate code using BM25 hybrid retrieval, supporting common languages and tools like Codex and ChatGPT.
    8
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Adds interactive widgets to LLM chats for common tasks like timers, stopwatches, unit conversions, and displaying facts. Breaks away from text-only interfaces by providing visual, interactive components similar to Google's search result widgets.
    4
    11
    50
    The Unlicense
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to create, search, and manage subject matter expert profiles, including private workspace organization and moderated sharing to a common library.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A stdio MCP server backed by the TypeScript SDK that exposes frozen Clervo operations for web search and answer functionality, enabling agents to find and understand information through a clean-room outcome infrastructure.
  • F
    license
    Not graded
    quality
    D
    maintenance
    This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to share a common knowledge base through Retrieval Augmented Generation (RAG), providing consistent information access across multiple tools.
    4
  • A
    license
    A
    quality
    B
    maintenance
    A persistent world your agents share across sessions and models. MCP memory server with semantic memory retrieval, cross-agent handoff, a hosted remote endpoint with OAuth, a free 24-hour room, and an open-source local stdio server.
    4
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval over your personal vault with provenance-grade extraction. 8 tools for Claude Desktop including search, archaeology, and graph write.
    14
    3
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
    1
    1
    MIT
  • A
    license
    D
    quality
    A
    maintenance
    DEVONthink 4 connector with six tools for search, retrieval, and write operations. Dry-run by default, append-only audit log, selective undo via audit_id; macOS-only, MIT, local-only, clean-room implementation.
    7
    14
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables fully local semantic search over a Roam Research graph via MCP, providing tools for hybrid retrieval, index refresh, and stats while keeping all content on-machine.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP proxy server that intercepts large tabular tool results, ingests them into an embedded DuckDB, and provides a compact envelope with schema and query capabilities, enabling efficient cross-server data analysis.
    68
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    The open retrieval layer for AI agents. Index your entire project — code, docs, legal, research, data — and serve surgical context via MCP. FTS5 full-text search, optional semantic search (FastEmbed/ONNX), 10 built-in parsers, incremental auto-sync.
    24
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to semantically search, retrieve, and augment an org-roam knowledge graph via MCP, with features like vector-based search, YouTube ingestion, and local LLM processing.