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.
RobotActions — AI-Driven Mobile + Web Test Automation
@krishtoautomate · External

Drive real Android & iOS devices and web browsers from natural language for mobile + web QA.

8% 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.
A11y Scorer
@lazymac2x · External

Cloudflare Workers MCP server: a11y-scorer

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.
Agent Loop Detector
@lazymac2x · External

Cloudflare Workers MCP server: agent-loop-detector

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.
Aiaam
@javierfajardo85-rgb · External

MAI-1 registry: search 100+ verified AI tool contracts with live reliability scores in one call.

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; no sign-in.The endpoint has not answered since 12 Oct. The repository is archived.Free to use.
MCP server: One MCP server.
GitHub Repository Intelligence
@heisencodex-jpg · External

Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP.

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.
Cure Cancer With AI
@hifarrer · External

Free oncology data (research, trials, FDA approvals, news) plus IBM MAMMAL biomedical predictions.

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

Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.

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.
FreeAppStore Online MCP
@freeappstore-online · External

AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide.

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.A remote server; you sign in with your account.The repository is archived.Free to use.
MCP server: One MCP server.
Frogeye Security Scanner
@frogeye-ai · External

Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patterns.

9% 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.The endpoint has not answered since 9 Oct.Free to use.
MCP server: One MCP server.
Giskard Memory
@giskard09 · External

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

14% 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.The endpoint has not answered since 7 Oct.Free to use.
MCP server: One MCP server.
GitLumen MCP
@gitlumen-team · External

Screens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals.

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.A remote server; it needs your API key.The endpoint has not answered since 11 Oct.Free to use.
MCP server: One MCP server.
Hokmah
@davidangularme · External

AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro).

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.
MCP server: One MCP server.
Gonka Second Opinion (multi-model)
@bystray · External

A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.

17% 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.
Ask262
@bendtherules · External

MCP server for understanding Javascript internals from ECMAScript specification.

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; no sign-in.The endpoint has not answered since 8 Oct.Free to use.
MCP server: One MCP server.
Meridian
@ajc3xc · External

Persistent memory, task coordination, and HITL queue for AI coding sessions.

18% 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.
Dockerfile Audit
@unbearabledev · External

Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain, hygiene.

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.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
GitHub Actions Audit
@unbearabledev · External

GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.

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; it needs your API key.Free to use.
MCP server: One MCP server.
Vonage Documentation
@vonage · External

MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Dora
@saga-labs · External

Multi-model AI image and video generator. 14 models behind one OAuth-secured MCP endpoint.

9% 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.
PlainQuery | MCP DB Agent
@jarvis-27 · External

Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

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.The endpoint has not answered since 10 Oct.Free to use.
MCP server: One MCP server.
Mockmcp
@k-cupples · External

Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, no setup.

7% 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.The endpoint has not answered since 10 Oct.Free to use.
MCP server: One MCP server.
Fixflow
@magneticdogson · External

Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.

15% 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.
Compuute MCP Security Scanner
@compuute · External

Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 rules, 8 languages.

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

BuildPulse CI test analytics for AI agents — flaky tests, CI failures, flakiness, and code coverage.

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; you sign in with your account.Free to use.

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