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.
Laravilt
@laravilt · External

Laravilt docs, packages and plugins for agents: a Laravel admin panel on Inertia with Vue or React.

Not assessed yet.What it can do is not assessed yet.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Memors
@kkeo · External

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
Notion Arena
@imgul · External

MCP server for Notion Arena — 143 Notion components: 132 widgets + 11 recipes

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Shadowjoin
@harsh-chandak · External

Measure the matches your exact join is silently dropping, and get the rule that fixes each.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Nasaq UI
@fadymondy · External

Nasaq design system docs for agents: 390 components for React, Vue, Blade and HTML, with Arabic RTL.

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.
Zekra
@fadymondy · External

Long-term memory and a knowledge graph for AI agents: recall, notes, secrets and data sources.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
LogCarver
@caiderek · External

Read-only MCP server that finds deleted SQL Server rows from the transaction log (fn_dblog).

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 NuGet.Free to use.
MCP server: One MCP server.
Agent TherapyRun by its publisher: served from their own domain, namespace checked by the registry.
@bencium · External

Now your agents can ask a therapist same way as humans.

8% 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.
mcp-trace-inspector
@abhishekash · External

Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.

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.
Autopia
@maydaytrey · External

Verified, reproduced behavior of public HTTP APIs: spec gaps, errors, pagination, auth.

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.
Local Vector Search MCP
@dimonsmart · External

Local Markdown search, navigation and editing via MCP, with optional vector embeddings.

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 NuGet.Free to use.
MCP server: One MCP server.
glinRun by its publisher: served from their own domain, namespace checked by the registry.
@akashchatterjee · External

Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.

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 PyPI.Free to use.
MCP server: One MCP server.
MortRun by its publisher: served from their own domain, namespace checked by the registry.
@0xmortuex · External

Write, type-check and run Mort code, with language spec and stdlib lookup.

3% 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.
Gdbstub
@0xmortuex · External

Debug kernels through QEMU's gdbstub with no gdb binary - and explain triple faults.

3% 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.
Qdrant RBAC
@fidonis · External

Role-based access to your Qdrant vector store, via MCP. OIDC in, scoped JWTs out.

3% 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.
SnagRelayRun by its publisher: served from their own domain, namespace checked by the registry.
@snagrelay · External

Bug reports your coding agent can fix: real element, console errors, failing requests with bodies.

8% 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.
shotfleet
@shotfleet · External

Capture and check localized App Store and Google Play screenshots from your AI agent.

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.
A11yScope
@perceivable · External

WCAG 2.2 AA accessibility checks for pages and HTML, run locally in headless Chrome.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Tewip
@hmamut39 · External

Proves software work: triages failing tests, checks whether a test can fail, and reads migrations.

Not assessed yet.What it can do is not assessed yet.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
PostgreSQL Performance (read-only)
@gouranshul · External

Read-only PostgreSQL performance diagnostics: slow queries, EXPLAIN, index advice, locks, functions

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.
ChromeWalk
@gator8125 · External

Local browser automation for AI agents: real-browser fetch, capture, smoke tests, cross-engine 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 MCPB.Free to use.
MCP server: One MCP server.
LoopsmithRun by its publisher: served from their own domain, namespace checked by the registry.
@composingkeys · External

Game music loops for AI agents: seamless loops with the reverb tail, Sections, and engine kits.

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 npm.Free to use.
MCP server: One MCP server.
onomeo
@owaid0723666 · External

Ask free LLMs (DeepSeek, GLM, Gemini, Mistral) for a second opinion from any MCP client.

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 MCPB.Free to use.
MCP server: One MCP server.
Fantasy Premier League (FPL)
@gilbertkamau · External

FPL data, points predictions, and transfer, captain and chip advice for any team.

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.

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