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.
Zephex
@tanbir404 · External

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

11% 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.
JxBrowser MCP Server
@teamdev-ip · External

MCP server to assist with JxBrowser development.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
I18n Agent Action
@samyuan1990 · External

An i18n github action for language translate

11% 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.
MCP Memory Graph
@retrorobai · External

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

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 PyPI.Free to use.
MCP server: One MCP server.
Perseus: MCP server and live context engineRun by its publisher: served from their own domain, namespace checked by the registry.
@perseus-computing-llc · External

Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

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 PyPI.Free to use.
MCP server: One MCP server.
Graylog
@pranavj17 · External

Search Graylog logs by timestamps, filter by streams, and debug production issues.

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 a package registry.Free to use.
MCP server: One MCP server.
DevKit for Strapi
@paulrichez · External

Strapi codebase intelligence for AI agents (not content CRUD): real UIDs, schemas, refs, refactors.

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.
Vector Memory
@neerajg03 · External

Semantic document memory using Redis vector store. Save and recall files with natural language.

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.
Bitbucket MCP
@matanyemini · External

Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration

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.
Cartographer MCP
@metatronsdoob369 · External

Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.

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.
Spritesheet Forge
@laxy9887 · External

Game-dev sprite tools: PNG/GIF to spritesheet, split, trim, animate. OAuth-authenticated MCP server.

5% 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.
Predictive Maintenance
@lgdimaggio · External

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

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.
IndirectTek MCP
@indirecttek · External

Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop.

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.
Review
@hectorguerilla · External

Multi-model code review: a panel of models + detectors return a pass/fail verdict. Paid via x402.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Hebbian Mind
@for-sunny · External

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

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.
Forkast Docs
@forkastpredict · External

MCP server for querying Forkast 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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Mtop Devtools
@f-loat · External

让 AI 与 Chrome 浏览器实时交互：获取历史请求、控制台日志、RUM/埋点事件，并动态设置 Mock 数据。

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.
Fibery
@fibery-inc · External

Connect AI Assistant to Fibery — operating system for orgs run by nerds.

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.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Agile Sprint
@evozim · External

Scrum sprint optimizer and automated project manager.

22% 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.
Airbrake MCP Server
@dach3r · External

Query Airbrake errors, notices, deploys, and project stats from MCP clients

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.
GoCreative Agent API
@colinhughes2121 · External

17-model LLM gateway + 350+ data/KYB/sanctions tools. Pay-per-call USDC via x402, no API key.

26% 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.
Mssql
@connorbritain · External

MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes, and DDL

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.Deprecated by the publisher: Security: SQL injection (CVE-2026-63129). Upgrade to >=0.6.0.Free to use.
MCP server: One MCP server.
Mssql Reader
@connorbritain · External

Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, safe 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 npm.Deprecated by the publisher: Security: SQL injection (CVE-2026-63129). Upgrade to >=0.5.0.Free to use.
MCP server: One MCP server.
Schema Validate
@cedrickouma · External

MCP server (stdio): validate JSON against JSON Schema (draft-07 / 2020-12) via the AgentForge API

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.A remote server; it needs your API key.Free to use.

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