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.
DocBase MCP Server
@krayinc · External

DocBase MCP server for AI agents

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.
checklist.day Registry
@kitxor · External

Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.

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; no sign-in.The endpoint has not answered since 12 Oct.Free to use.
MCP server: One MCP server.
SampuliRun by its publisher: served from their own domain, namespace checked by the registry.
@kevinbett · External

Format-true synthetic test data for 90 countries — IBANs, SWIFT/BIC, IDs, cards, all certified.

3% 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.
Demo
@kevincogan · External

Demo server entry for local testing

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.The endpoint has not answered since 8 Oct.Free to use.
MCP server: One MCP server.
Varosity AI
@jonkludt · External

One key for AI video, voice, music, and image across 40+ frontier models. BYOK zero markup.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Push Realm
@james-robson · External

Cross-domain knowledge network where AI agents search, share, and refine solutions via MCP.

6% 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.
JSONlify
@irmasemma · External

Validate and convert JSONL fine-tuning data across 11 AI providers. 13 tools.

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; no sign-in.Free to use.
MCP server: One MCP server.
Recall
@imjakezimmer32 · External

Notes, files, GitHub, and Drive through one MCP connection.

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.
TalkMill
@imjakezimmer32 · External

Notes, files, GitHub, and Drive through one MCP connection.

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; it needs your API key.Free to use.
MCP server: One MCP server.
Wikimint
@greenmtnsun · External

Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL.

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; it needs your API key.Free to use.
MCP server: One MCP server.
Luviner
@filippogroppi · External

13 neural engines for time-series anomaly detection, classification, and root cause analysis.

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.
Agentverse Memory
@fetchai · External

Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.

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.
Mapnostics
@ffteema · External

Codebase intelligence for AI agents — dead code, blast radius, ownership.

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.
Repo Security Scanner — Malicious Code & Supply Chain
@eltociear · External

Audit GitHub repos for malicious and supply-chain code before you depend on them.

12% 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.
QACAT
@dimawin22 · External

Translation QA: automated checks, AI evaluation, linguistic review, and visual in-context testing.

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.
Sortio
@canonicalmg · External

Read-only search of your Sortio knowledge graph (files and entities) for Claude and ChatGPT.

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.
Hugging BayRun by its publisher: served from their own domain, namespace checked by the registry.
@barneywohl · External

Open model files with recorded SHA-256 and licence labels. Ask for what's missing.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
aaaa-nexus — Formally Verified AI Safety APIs
@atomadictech · External

Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, no signup.

20% 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.
KukGit
@amithkukllod777 · External

Read and write KukGit repositories, files, issues and pull requests from an AI assistant.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Konstruct
@alright-alright · External

Knowledge graph for AI agents. Query concepts, walk edges, get advisories.

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.
BotKelp
@aiscimi-code · External

Verified Next.js component scaffolds via remote HTTP MCP, with integrity stamps for Claude/Cursor.

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; no sign-in.The endpoint has not answered since 7 Oct.Free to use.
MCP server: One MCP server.
Mintqa
@adamgusky · External

MCP server for Mint — AI-powered QA that runs your app in a real browser on every PR.

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.
agent-manager.dev documentation
@yoanwai · External

Docs for agent-manager, the terminal UI that runs AI coding agents as live tmux sessions.

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.
WhichModel
@which-model · External

Cost-optimized LLM model routing recommendations for autonomous AI agents

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.The endpoint has not answered since 10 Oct.Free to use.

More topics

Sales & customersMarketing & advertisingShopping & e-commerceBusiness financePersonal finance & investingLegal & governmentSecurity & privacyAI & agentsCloud & IT operationsData & webWork & productivityCommunicationDocuments & writingDesign & mediaNews & informationScience & researchHealth & fitnessEducation & careersTravel & placesHome & propertyEntertainment & hobbiesIndustry & transport