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"Understanding and Working with a Huge Codebase" matching MCP servers:

  • codebase-bridge-mcp

    EDMMY
    A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that lets a Claude chat explore your local repository and answer questions about it, returning synthesized answers with file:line references.
    Last updated
    3
    1
    MIT

  • MongoDB MCP

    vishnuweb-a
    F
    license
    B
    quality
    C
    maintenance
    A MongoDB MCP Server that allows AI agents and MCP clients to interact with MongoDB databases through standardized tools for CRUD operations, schema discovery, and collection management.
    Last updated
    8

  • grok-mcp

    Pantainos-Toolkit
    F
    license
    A
    quality
    D
    maintenance
    Enables searching X (Twitter) using the xAI Grok API to get summarised answers with citations. Supports filtering by handles, date range, and image/video understanding.
    Last updated
    1
    2

  • codetree

    ThinkyMiner
    A
    license
    A
    quality
    C
    maintenance
    Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.
    Last updated
    23
    28
    MIT

  • toolkit-mcp-server

    cyanheads
    A
    license
    A
    quality
    B
    maintenance
    A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.
    Last updated
    5
    139
    18
    Apache 2.0

  • Agentic RAG MCP

    enached134-ctrl
    A
    license
    A
    quality
    A
    maintenance
    A multi-agent Retrieval-Augmented Generation system exposed as an MCP server. Ask a question and a LangGraph pipeline plans the retrieval, pulls evidence from a pgvector knowledge base, optionally augments it with live web research, drafts a cited answer, and then self-critiques it for grounding — revising until the answer is supported by the sources.
    Last updated
    3
    1
    MIT
  • whodb-cli by clidey

    whodb-cliofficial

    clidey
    A
    license
    A
    quality
    A
    maintenance
    WhoDB CLI - a powerful database management tool with interactive TUI, programmatic commands, and MCP server for AI assistants.
    Last updated
    12
    4,940
    Apache 2.0

  • EdgeOne Makers MCP

    Mlancoliee
    A
    license
    A
    quality
    B
    maintenance
    Deploys full-stack projects to EdgeOne Makers and returns publicly accessible URLs, with support for authentication and automatic project naming.
    Last updated
    1
    112
    MIT
  • Anythink-MCP by anythink-cloud

    Anythink-MCPofficial

    anythink-cloud
    A
    license
    A
    quality
    A
    maintenance
    Build and run a complete backend from your agent: relational data with row-/field-level security, full-text + semantic + geo search, RBAC and BYOK, a workflow/automation engine, a growth & retention engine (email, push, promotions, per-user referral codes, rewards and points), payments and marketplace billing, and a growing catalog of integrations – the whole Anythink platform as one CLI-backed MC
    Last updated
    4
    16
    6
    MIT

  • Nanostores MCP

    Valyay
    A
    license
    A
    quality
    D
    maintenance
    The MCP server for Nanostores that scans your codebase with AST analysis to find stores, subscribers, and dependency chains, and can ingest live events to spot noisy, error-prone, or unused stores.
    Last updated
    12
    59
    1
    MIT

  • Local Dallas MCP

    mindwear-capitian
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides AI assistants with plain-English access to official Dallas-area public data (weather alerts, school ratings, and 311 service requests) without requiring API keys or logins.
    Last updated
    4
    1
    Apache 2.0

  • query-executor

    Nitesh-Nandan
    F
    license
    A
    quality
    C
    maintenance
    Enables AI agents to read and optionally write to PostgreSQL databases through a multi-project setup with schema inspection, query execution, and performance analysis tools.
    Last updated
    5

  • rev-eng-cursor-regex-mcp

    blas0
    A
    license
    A
    quality
    C
    maintenance
    Enables fast literal and regex search over local workspaces using a sparse n-gram index for candidate pruning, with deterministic verification against file contents.
    Last updated
    8
    1
    MIT