Odel

Software development

Code, repositories, reviews, tests, debugging, databases and developer docs.

5,433 servers4,326 publishers15 tags

All of Software development

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Tapsite
@mgriffen · External

MCP server for web inspection, design system extraction, and accessibility audits

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Syke
@khalomsky · External

AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
iz-tolk-mcp — Tolk Compiler for TONRun by its publisher: served from their own domain, namespace checked by the registry.
@izzzzzi · External

Tolk smart contract compiler for TON — compile, check, and deploy from AI assistants

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Batch Review
@hevangel · External

Git diff and markdown review with a web UI plus MCP stdio for AI agents.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
GPU Bridge
@fjnunezp75 · External

30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

9% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
App Store Connect
@forgeopslabs · External

MCP server for the Apple App Store Connect API - 114 annotated tools, optional read-only mode.

5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
agenthold
@edobusy · External

Shared versioned state for multi-agent AI workflows

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Zread
@ejfkdev · External

Zread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器，让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓库 AI 对话。

6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.The repository is archived.Free to use.
MCP server: One MCP server.
Taskbounty Check
@eliottreich · External

Local GitHub Actions/CI maintenance check (action pinning, token perms). Not a full security audit.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Excel WebView2
@dsbissett · External

MCP server for Excel add-ins via WebView2 CDP

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Thinkrun
@dundas · External

Browser control + session recording MCP for AI coding agents (Claude Code, Cursor) — real Chrome.

8% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Amendor
@deslay1 · External

Pull change requests from your Amendor board into your coding agent to build and open PRs.

7% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
HeddleRun by its publisher: served from their own domain, namespace checked by the registry.
@davet47 · External

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

3% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Delx Memory
@davidmosiah · External

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

3% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
MCP Gitlab
@crunchtools · External

Secure MCP server for GitLab projects, merge requests, issues, and pipelines

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
ColabFitRun by its publisher: served from their own domain, namespace checked by the registry.
@colabfit · External

An MCP server that provides access to the ColabFit database

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Cool WorkflowRun by its publisher: served from their own domain, namespace checked by the registry.
@coo1white · External

Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Database
@cocaxcode · External

MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.

4% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
wisdomGraph
@cklam12345 · External

Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sessions

8% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
StatecliRun by its publisher: served from their own domain, namespace checked by the registry.
@charo360 · External

State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.

14% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Plesk Dev Docs
@barateza · External

An MCP server that indexes and retrieves Plesk documentation.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
WaitbusRun by its publisher: served from their own domain, namespace checked by the registry.
@astrogilda · External

Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
FastBCPRun by its publisher: served from their own domain, namespace checked by the registry.
@arpe-io · External

MCP server for FastBCP — high-performance parallel database export to files and cloud

4% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
ContextforgeRun by its publisher: served from their own domain, namespace checked by the registry.
@alfredoizdev · External

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.

9% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.

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