Odel

Software development

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

5,511 servers4,398 publishers15 tags

All of Software development

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Unity AI Bridge
@butterlatte-zhang · External

Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero dependencies.

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 a package registry.Free to use.
MCP server: One MCP server.
World Model
@saravananjaichandar · External

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

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

Persistent project context for Claude. IANA-registered .faf format.

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.
Pituitary
@dusk-network · External

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

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 MCPB.Free to use.
MCP server: One MCP server.
Parallel Search MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@parallel · External

The best web search for your AI Agent

15% 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.
Kivgraph
@luqueee · External

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

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 MCPB.Free to use.
MCP server: One MCP server.
NEATRun by its publisher: served from their own domain, namespace checked by the registry.
@neat-technologies · External

Fused graph of your codebase — static code + runtime OTel — for AI agents, over MCP.

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.
Clude
@sebbsssss · External

Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.

7% 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.
Engram
@jamjet-labs · External

Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

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 Docker.Free to use.
MCP server: One MCP server.
Infrawise
@sidd27 · External

Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.

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.
Appstore Connect
@sardorbekr · External

MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

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.
Agent Droid Bridge
@neverlow512 · External

MCP server giving AI agents eyes and hands inside Android devices via ADB

13% 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.
Cucumberstudio
@herosizy · External

MCP server for Cucumber Studio - test scenarios, action words, and execution data

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.
Raygun
@mindscapehq · External

Investigate errors, track deployments, analyze performance, and manage application monitoring

4% 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.
AINDFRun by its publisher: served from their own domain, namespace checked by the registry.
@0design · External

Read-only MCP server for one AINDF design-system bundle: look up what it offers, validate screens.

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

Self-healing CI tests and proof of work for AI agents

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.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
DevTool MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@standardbeagle · External

Development tooling MCP server with process management, proxy, and frontend diagnostics

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

Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.

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.
Claude Octopus
@xiaolai · External

Spawn multiple specialized Claude Code agents as MCP servers, each independently configured.

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.
Omen
@panbanda · External

Multi-language code analysis for complexity, debt, hotspots, ownership, and defect prediction

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.
Ui AnnotatorRun by its publisher: served from their own domain, namespace checked by the registry.
@mcpware · External

Annotates any web page with hover labels for AI assistants — zero extensions, any browser

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.
M1nd
@maxkle1nz · External

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

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 npm.Free to use.
MCP server: One MCP server.
Agent Tasks
@keshrath · External

Pipeline task management for AI agents - stages, dependencies, artifacts, claiming

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.
Neurodivergent Memory
@jmeyer1980 · External

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

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.

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