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.
Data StudioRun by its publisher: served from their own domain, namespace checked by the registry.
@geek-fun · External

Unified MCP server for SQL and NoSQL databases, powered by dockit and sqlkit desktop apps

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.
PostgreSQL (hardened, read-only)
@eszetael · External

Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.

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.
OpenProject
@kar-thik · External

91 tools for the OpenProject API v3, with read-only, admin-gate, profile and per-group switches.

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.
oveccRun by its publisher: served from their own domain, namespace checked by the registry.
@ovecc-labs · External

Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

2% 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.
five46
@sekharsdet · External

BYOK, fully local AI agent that tests your app/API and writes a real Playwright spec on success.

6% 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.
Weasley DeepMind
@potatohoney-p · External

Secure, fragment-based long-term memory for MCP-compatible AI agents.

6% 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.
gha-doctor
@linnea-bakshi · External

Diagnose GitHub Actions CI: lint, flaky tests, wasted minutes, health score. Read-only MCP tools.

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 Docker.Free to use.
MCP server: One MCP server.
WorkfileRun by its publisher: served from their own domain, namespace checked by the registry.
@illodev · External

Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory.

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 npm.Free to use.
MCP server: One MCP server.
HotinRun by its publisher: served from their own domain, namespace checked by the registry.
@abe238 · External

What's hot in AI right now, ranked with receipts from GitHub, HN, npm and Hugging Face.

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.
A11y CheckRun by its publisher: served from their own domain, namespace checked by the registry.
@a11ychk · External

Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation guides

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.
Cortex RMCPRun by its publisher: served from their own domain, namespace checked by the registry.
@dinglebear · External

Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.

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.
Testa
@valewnrt · External

Drive the iOS Simulator from an agent: read the screen, tap/type/swipe, replay flows in CI.

6% 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.
TestAtlas
@karzone · External

Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints

2% 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 NuGet.Free to use.
MCP server: One MCP server.
Ara — audits d'accessibilité RGAA
@davidpivert · External

Piloter des audits RGAA 4.1 sur Ara, référentiel embarqué. Non officiel.

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.
misMEMRun by its publisher: served from their own domain, namespace checked by the registry.
@lucasmella-stack · External

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)

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 npm.Free to use.
MCP server: One MCP server.
ariadne
@mikhailhal · External

Returns only the unit tests affected by your current Kotlin/Android code changes.

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 Docker.Free to use.
MCP server: One MCP server.
Maguyva
@maguyva · External

Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.

9% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
Qt4 Doc
@jztan · External

Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.

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.
Rpgmaker MV
@xerolo44 · External

MCP server for reading, editing, and playtesting RPG Maker MV projects

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.
CompletionKitRun by its publisher: served from their own domain, namespace checked by the registry.
@completionkit · External

Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Personalbrain
@lonniev · External

FastMCP server for TheBrain API — AI access to a personal knowledge graph, Tollbooth-monetized

10% 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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
CyberHuaTuoRun by its publisher: served from their own domain, namespace checked by the registry.
@jinning6 · External

Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.

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 PyPI.Free to use.
MCP server: One MCP server.
Rootstock (RSK) MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@rsksmart · External

MCP Server for Rootstock Blockchain

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.
Palimpsest — censorship, China economy and model-eval observatory
@beepboop2025 · External

Rights-aware censorship, China-economic status, and tamper-evident AI evaluation tools.

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.A remote server; no sign-in.Free to use.

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