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  • dep-diff-mcp

    DigiCatalyst-Systems
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    maintenance
    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    Last updated
    2
    22
    2
    MIT

  • coldstart

    AkashGoenka
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    coldstart gives coding agents durable memory of a specific codebase, with no embeddings, no vector store, and no API key. Agents write notes after real tasks — what a file is for, how a flow spans files, which invariants hold — and those notes are surfaced automatically to a later session whose task matches, so nothing gets rediscovered from scratch. Every note is anchored to real files by content
    Last updated
    6
    1,133
    4
    MIT

  • fw-context-mcp

    turbyho
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    Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.
    Last updated
    33
    6
    MIT

  • File Search MCP

    elad12390
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    maintenance
    Enables blazingly fast file and content searching in large codebases using ripgrep, with intelligent filtering, fuzzy finding, and directory tree visualization while respecting .gitignore and avoiding common bloat directories.
    Last updated
    4
    9
    2
    MIT

  • code-context

    nachogeinfor-ops
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    quality
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    maintenance
    An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.
    Last updated
    8
    MIT

  • Fast Context MCP

    SammySnake-d
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    quality
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    maintenance
    Enables AI-driven semantic code search by leveraging Windsurf's reverse-engineered protocol to perform multi-round local searches using natural language. It automatically executes bundled ripgrep and file operations to return relevant code snippets and file paths to MCP-compatible clients.
    Last updated
    2
    90
    324
    MIT

  • Context+

    forloopcodes
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    quality
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    maintenance
    Context+ is a semantic intelligence server that transforms codebases into searchable, hierarchical feature graphs using RAG, Tree-sitter AST, and spectral clustering. It provides tools for deep code discovery, blast radius analysis, and memory graph management for high-accuracy engineering tasks.
    Last updated
    17
    152
    1,951
    MIT

  • MCP Context Manager

    transparentlyok
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    quality
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    maintenance
    Enables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.
    Last updated
    13
    11
    13
    MIT

  • inkcheck

    chaoz23
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    maintenance
    MCP server for AI agents to compile, playtest, and exhaustively explore ink interactive fiction stories, catching compile errors, runtime errors, unreachable content, and verifying story structure.
    Last updated
    5
    1,366
    2
    MIT

  • Code Context Provider MCP

    AB498
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    license
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    quality
    D
    maintenance
    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated
    1
    99
    20
    MIT

  • Bitbucket MCP

    SamtheIII
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    license
    A
    quality
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    maintenance
    Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching PRs, commits, diffs, and file content for AI-assisted bug triage and impact analysis.
    Last updated
    8
    50
    ISC

  • context-mcp

    vibhasdutta
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    quality
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    maintenance
    Provides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.
    Last updated
    5
    53
    MIT

  • Android Code Search MCP Server

    steveday763
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    quality
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    maintenance
    Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.
    Last updated
    4
    9
    22
    MIT