Odel

Software development

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

5,630 servers4,498 publishers15 tags

All of Software development

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Cloudpulse
@lhf552004 · External

Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.

8% 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.
Vox MCP
@linxule · External

Multi-model AI gateway — 10 providers including Cloudflare and Vercel, with conversation memory.

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

Cited 'why was this decided?' answers for your repo and for React, Kubernetes, and Rust.

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 npm.Free to use.
MCP server: One MCP server.
AWT (AI Watch Tester)
@ksgisang · External

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

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 PyPI.Free to use.
MCP server: One MCP server.
Coverctl
@klarlabs-studio · External

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

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.
Tiny Go MCP Server
@kioie · External

Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.

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.
Trustmodel
@karlmehta · External

Score any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and 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.
xcforge - iOS MCP Server & CLI
@justinthevoid · External

95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnose.

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 MCPB.Free to use.
MCP server: One MCP server.
Project Memory
@kaaustubh · External

Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.

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.
Factsets MCP Server
@joshua-auchincloss · External

An MCP server that provides a local, persistent, self-maintaining knowledge base for AI 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.
DoctreeRun by its publisher: served from their own domain, namespace checked by the registry.
@joesaby · External

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

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.
md-vision
@japlete · External

Read markdown with inlined images and index headings for agentic RAG workflows.

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.
Code of PaperRun by its publisher: served from their own domain, namespace checked by the registry.
@isagelswann · External

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, 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.
Jira Admin
@its-qusai-nasr · External

78 tools to administer Jira Cloud: issues, fields, workflows, permissions, projects, bulk ops.

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.
Model Council
@ivanantigravity-lgtm · External

Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.

10% 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.
Index9Run by its publisher: served from their own domain, namespace checked by the registry.
@index9-org · External

Discover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor

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.Deprecated by the publisher: Retired and non-functional: the index9.dev API this package depends on was decommissioned on 2026-08-06, so all tool calls now fail. Not maintained. Model discovery is available first-party from OpenRouter and other providers. The repository is archived.Free to use.
MCP server: One MCP server.
MSSQL LocalDB MCP
@hermessilva · External

MCP server for SQL Server Express LocalDB on Windows: manage instances, run T-SQL, discover DBs

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 MCPB.Free to use.
MCP server: One MCP server.
DSR
@grupo-avispa · External

An MCP server that provides tools for interacting with Deep State Representation (DSR) graphs.

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.
LocalStack
@giovanemartins · External

MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.

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.
App Store Connect
@gjeltep · External

Interact with Apple's App Store Connect API

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.
Chart CanvasRun by its publisher: served from their own domain, namespace checked by the registry.
@gluip · External

Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)

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.
Wapimaji
@gabrielmahia · External

Kenya drought-response toolkit: simulated drought phases, confirmed SMS alerts, coordination events

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.
GencodedocRun by its publisher: served from their own domain, namespace checked by the registry.
@fkom13 · External

Versioning de code et génération de documentation intelligents. Supporte CLI, API REST, et MCP.

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.
Secrets Audit
@eltociear · External

Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, OpenAI…), zero deps.

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.

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