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

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

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

MCP Server for software testing, test case management, test execution, and defect tracking.

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.
Gemini Code Context
@qmediat · External

Codebase Q&A for Claude Code through Gemini's 1M-token window, with workspace scans and caching.

7% 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.
IonisRun by its publisher: served from their own domain, namespace checked by the registry.
@qso-graph · External

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

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.
Real Fake Data
@przeslijmi · External

Realistic synthetic test data — valid PESELs, NIPs, IBANs, addresses, people across 27 EU countries.

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.
Pine Labs SDK API Documentation MCP Server
@prakhargour10 · External

List and fetch official Pine Labs SDK API documentation via MCP 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.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
Databricks MCP Server
@pramodbhatofficial · External

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

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.
Universal Test Framework
@phoenice-labs · External

Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.

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.
Flik
@pdeloulay · External

Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.

7% 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 MCPB.Free to use.
MCP server: One MCP server.
Tolk MCP Server
@oxgeneral · External

MCP server for the Tolk smart contract compiler. Compile, validate, and explore TON contracts.

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 a package registry.Free to use.
MCP server: One MCP server.
Safe Kaggle MCP
@parkseokjune · External

Safety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.

7% 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.
PathCourse Health (PCH)Run by its publisher: served from their own domain, namespace checked by the registry.
@pathcourse-health · External

Cheaper LLM inference, USDC agent payments via x402, agent identity / reputation lookup.

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.
DesignPin
@opjhabuilds · External

Push HTML prototypes to DesignPin for team review and pull reviewer feedback into your AI.

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.
Contrast Checker
@ogsingh · External

MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessible color suggestions

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.
Simple
@oleksii-donets · External

A Test MCP server that provides tools, promts and resources

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 Docker.Free to use.
MCP server: One MCP server.
Noncelogic MCP
@noncelogic · External

Hosted Playwright API for AI agents. Returns a11y trees instead of screenshots.

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.
Golden Dataset
@nipunkhanderia · External

Version-controlled golden datasets and RAG evaluation, no API key needed.

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.
Code Health SuiteRun by its publisher: served from their own domain, namespace checked by the registry.
@neogeweb3 · External

16 engines, 28 MCP tools for Python code quality. Zero external dependencies.

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

Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI

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 PyPI.Free to use.
MCP server: One MCP server.
Japan UX
@mrslbt · External

Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.

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.
MySQL MCP Server
@musaddiq-dev · External

Python MCP server for MySQL database inspection and querying

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

Control dedicated 4G mobile and residential proxies on mobileproxy.space from AI agents.

8% 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; you sign in with your account.Free to use.
MCP server: One MCP server.
Clutter
@michaelhologram · External

Generate synthetic companies, documents & data via the Clutter API (e.g. to fill SharePoint).

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

SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config.

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 PyPI.Free to use.

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