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"Understanding Abstract Syntax Trees (AST)" matching MCP servers:

  • Abstract MCP

    cslou
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    A smart proxy server that prevents context window bloat by caching large tool responses to local files and returning compact resource links. It supports format conversion and data uploads, allowing LLMs to handle massive datasets without consuming excessive tokens.
    Last updated
    1
    1

  • SqlAugur

    mbentham
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    A
    quality
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    SQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).
    Last updated
    12
    5
    MIT

  • MCP Compass

    liuyoshio
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    MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.
    Last updated
    1
    144
    244
    MIT
  • Sequa MCP by saqua-ai

    Sequa MCPofficial

    saqua-ai
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    Enables AI assistants to access contextual knowledge from multiple repositories through Sequa's Contextual Knowledge Engine. Provides architecture-aware code understanding and cross-repository context for more accurate, production-ready code generation.
    Last updated
    38
    MIT
  • CodeAlive MCP by CodeAlive-AI

    CodeAlive MCPofficial

    CodeAlive-AI
    A
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    quality
    A
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    A Model Context Protocol server that enhances AI agents by providing deep semantic understanding of codebases, enabling more intelligent interactions through advanced code search and contextual awareness.
    Last updated
    85
    MIT
  • Alkemi MCP Server by alkemi-ai

    Alkemi MCP Serverofficial

    alkemi-ai
    A
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    quality
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    Connects MCP clients to databases like Snowflake, BigQuery, and Databricks through Alkemi's data platform, enabling natural language database queries with proper schema understanding and metadata management for consistent team-wide access.
    Last updated
    7
    4
    MIT

  • NRTSearch MCP Server

    tvergilio
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    quality
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    Enables AI assistants to search and query Lucene/NRTSearch indexes using natural language, supporting full Lucene query syntax including Boolean, phrase, range, wildcard, and fuzzy searches with highlighting and custom field retrieval.
    Last updated
    MIT

  • MCP Titan

    henryhawke
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    This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.
    Last updated
    10
    91
    MIT

  • M.I.M.I.R - Multi-agent

    orneryd
    A
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    quality
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    Provides AI assistants with persistent graph database memory using Neo4j, enabling task management, relationship understanding, semantic search with embeddings, file indexing, and multi-agent coordination through the Model Context Protocol.
    Last updated
    7
    277
    MIT

  • local-rag

    TheWinci
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    Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code annotations, and search analytics. Zero config, zero API keys. Just bunx
    Last updated
    88
    28
    Apache 2.0

  • reporelay

    chwoerz
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    quality
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    Self-hosted MCP server for indexing and searching code repositories via hybrid search and deep code understanding.
    Last updated
    3
    17
    MIT