Skip to main content
Glama
79,224 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Papers With Code" matching MCP servers:

  • prismAId

    open-and-sustainable
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server that enables AI assistants to drive systematic literature review workflows, including screening, downloading, converting, and reviewing papers through natural language conversation.
    27
    AGPL 3.0

  • MPM-Coding

    halflifezyf2680
    A
    license
    Not graded
    quality
    A
    maintenance
    Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.
    16
    MIT

  • code-pathfinder

    shivasurya
    A
    license
    Not graded
    quality
    Not graded
    maintenance
    MCP server that provides AI coding assistants with access to call graphs, data flows, and security analysis for multi-file vulnerability detection.
    140
    Apache 2.0

  • codex-mcp-go

    w31r4
    A
    license
    Not graded
    quality
    D
    maintenance
    Wraps OpenAI's Codex CLI as an MCP server, enabling AI clients like KiloCode, Roo Code, and Cline to leverage Codex for code generation, debugging, and analysis through natural language.
    52
    MIT

  • code-graph-mcp

    attaxr
    A
    license
    Not graded
    quality
    B
    maintenance
    Turns a codebase into a queryable graph with semantic search, call graphs, and control/data flow analysis, served to AI coding agents via the Model Context Protocol.
    206
    MIT

  • Herald

    kOlapsis
    A
    license
    Not graded
    quality
    B
    maintenance
    The self-hosted MCP bridge between Claude Chat and Claude Code.
    46
    AGPL 3.0

  • AnchorDB

    jolovicdev
    -
    license
    Not graded
    quality
    Not graded
    maintenance
    An MCP server that stores notes attached to specific code locations and keeps them attached as code moves, enabling coding agents to read context before editing and leave handoff notes for future sessions.

  • code-rag-golang

    nullptr-z
    F
    license
    Not graded
    quality
    C
    maintenance
    AI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.
    2

  • DocGraph

    Detective-XH
    A
    license
    A
    quality
    A
    maintenance
    MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite knowledge graph with CJK+Latin full-text search and cross-document reference tracking. Runs drift audits to surface stale policies, conflicting research claims, superseded ADRs, and undocumented code exports.
    10
    5
    MIT

  • graymatter

    angelnicolasc
    A
    license
    A
    quality
    A
    maintenance
    Persistent memory for AI agents as a single Go binary: hybrid recall, self-building knowledge graph, and a live TUI dashboard. Zero infra, offline-first — works with Claude Code, Cursor, Codex, OpenCode, and any MCP client.
    5
    462
    MIT

  • LGTMCP

    shields
    A
    license
    A
    quality
    B
    maintenance
    Gemini-powered code review. Offers review-only and review-and-commit modes with integrated Gitleaks security scanning.
    2
    Apache 2.0

  • bbkt

    zach-snell
    A
    license
    A
    quality
    B
    maintenance
    A Bitbucket CLI and MCP server written in Go for managing workspaces, repositories, pull requests, pipelines, issues, and source code. Supports stdio and HTTP transport.
    10
    4
    Apache 2.0

  • Codehelper

    VeyrForge
    F
    license
    B
    quality
    B
    maintenance
    Local-first code intelligence for AI coding assistants: MCP tools, symbol graph search, impact analysis, and auto-index watch for Cursor, Claude Code, and Codex.
    62
    2