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"A tool or platform to search within a codebase" matching MCP servers:

  • CHOFF-A-MCP (Anamnesis)

    dd-dent
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    security
    A
    license
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    quality
    Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.
    Last updated
    1
    MIT

  • A-Share MCP Server

    firmmaple
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    security
    A
    license
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    quality
    Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
    Last updated
    23
    MIT
    • Linux
    • Apple

  • No-as-a-Service (NoaaS)

    Koneisto
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    security
    A
    license
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    quality
    Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.
    Last updated
    4
    MIT
    • Apple
    • Linux

  • A-Share MCP Server

    24mlight
    A
    security
    A
    license
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    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated
    41
    641
    MIT

  • A Share MCP

    24mlight
    A
    security
    A
    license
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    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated
    41
    641
    MIT

  • MCP Local Codebase Search

    demixid
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    security
    F
    license
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    quality
    An MCP server that indexes local Python projects into a SQLite database to enable efficient symbol searching and dependency tracking. It allows users to find function or class definitions, trace module imports, and read file contents through natural language interfaces.
    Last updated

  • Codebase MCP Server

    MyunghoBae
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    security
    A
    license
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    quality
    Provides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.
    Last updated
    8
    3
    MIT

  • CodeBase Optimizer

    liadgez
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    security
    A
    license
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    quality
    Provides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.
    Last updated
    MIT

  • Headless Codebase Indexer

    y1hanh
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    security
    F
    license
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    quality
    A minimalist indexing tool that provides AI agents with semantic search and structural AST parsing for deep codebase understanding. It enables autonomous agents to navigate large codebases predictably using vector embeddings and native language server capabilities like definition and reference tracking.
    Last updated
    • Apple

  • Codebase MCP Server

    Ravenight13
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    security
    F
    license
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    quality
    Enables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.
    Last updated
    • Apple
    • Linux

  • Movies Search Tool

    Seann0824
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    security
    A
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    quality
    An MCP server that enables users to search for movie and TV show resources across multiple sources and validate video link playability. It supports both STDIO and SSE transport modes for seamless integration with AI applications.
    Last updated
    40
    3
    MIT

  • Chaitin IP Intelligence Search

    co0ontty
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    security
    F
    license
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    quality
    Enables checking IP reputations and threat intelligence by querying Chaitin's global honeypot network and millions of defense nodes. Provides real-time IP profiling, malicious behavior detection, and threat alerts based on aggregated security data.
    Last updated
    5
    2

  • Codebase MCP Server

    cmaujean
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    security
    A
    license
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    quality
    A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.
    Last updated
    MIT

  • Document Q&A MCP Server

    sprchr
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    security
    A
    license
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    quality
    Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.
    Last updated
    MIT

  • Document Q&A MCP Server

    SY-MR-CODER
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    security
    A
    license
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    quality
    A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.
    Last updated
    MIT

  • A-SOC Trust MCP Server

    agntor
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    security
    A
    license
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    quality
    Provides agent certification and trust verification tools for AI agents, enabling certification checks, trust score calculations, audit ticket issuance, and emergency kill switch activation through the A-SOC trust network.
    Last updated
    1
    MIT
    • Apple

  • MCP Qdrant Codebase Embeddings

    steiner385
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    security
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    license
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    quality
    A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.
    Last updated

  • Codebase Insights MCP Server

    llanterme
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    security
    A
    license
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    quality
    Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.
    Last updated
    MIT

  • Tool-Plaid

    reilly3000
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    security
    F
    license
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    quality
    Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.
    Last updated

  • Cross-Platform Filesystem MCP

    awaybreaktoday
    A
    security
    A
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    quality
    Enables comprehensive filesystem operations across Linux, macOS, and Windows with platform-aware command execution, secure path restrictions, and intelligent adaptations for file search, directory management, and shell commands specific to each operating system.
    Last updated
    4
    13
    MIT
    • Linux
    • Apple

  • graph-tool-call

    SonAIengine
    A
    security
    A
    license
    A
    quality
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    6
    MIT

  • agent-tool

    knewstimek
    A
    security
    A
    license
    A
    quality
    Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.
    Last updated
    2
    51
    15
    MIT
    • Linux
    • Apple

  • docs-to-mcp

    fayazara
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    security
    F
    license
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    quality
    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
    10

  • OpenAPI to MCP

    EvilFreelancer
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    security
    A
    license
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    quality
    A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.
    Last updated
    21
    14
    MIT

  • MCP Think Tool

    piotrpalek
    A
    security
    F
    license
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    quality
    An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.
    Last updated
    1
    1