Odel

Software development

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

5,630 servers4,498 publishers15 tags

All of Software development

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
designfit
@as9978 · External

Validate AI-built front-ends against Figma by tokens and geometry, not pixels.

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

Judgment calls on small, cheap models: is this spam, which team, how urgent. YES, NO or UNSURE.

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 PyPI.Free to use.
MCP server: One MCP server.
Figma Context
@felixanhalt · External

LLM-optimized Figma MCP server.

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.
Code Analyze MCP
@clouatre-labs · External

MCP server for code structure analysis using tree-sitter.

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.
Squiggles
@carldaws · External

Let your coding agent see the squiggles — LSP diagnostics, navigation, refactoring, and extras

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.
Skills AnywhereRun by its publisher: served from their own domain, namespace checked by the registry.
@noteflowai · External

Discover and load Agent Skills from configured local directories and Git sources over stdio 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.
Tokenectomy Razor
@tokenectomy-labs · External

Cut 95% of framework noise and token bloat from error logs for AI agents.

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Tokenectomy Razor
@daffa2555 · External

Autonomous log surgery & secret redaction MCP server for AI coding agents.

16% 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 cargo.Free to use.
MCP server: One MCP server.
PySide6 MCP
@com55 · External

Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs.

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

Play with your app's design in the browser: load a build, turn the knobs, export the code.

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.
Godot
@sandraschi · External

Godot MCP server - Godot 4.x engine control via TCP bridge, STL/GLB/OBJ import, GPU particles, an...

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.
Code Factory
@zrk222 · External

Read-only audit evidence for security, tests, native coverage, runtime failures and repair status.

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 PyPI.Free to use.
MCP server: One MCP server.
RE-call MCP Memory ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@giulioder · External

Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.

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.
Nextjs Cache Handler
@leejpsd · External

Inspect and operate Next.js Redis caches: health, tag state, SWR simulation, safe invalidation.

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 npm.Free to use.
MCP server: One MCP server.
GraphQL Enhanced
@letoribo · External

GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

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.
liquefy-uiRun by its publisher: served from their own domain, namespace checked by the registry.
@liquefy-ui · External

Answers questions about liquefy-ui from its real API surface, so an agent stops inventing props.

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.
culprit
@noordeen123 · External

Deterministic, offline root-cause analysis and pre-commit fix verification for coding agents.

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 PyPI.Free to use.
MCP server: One MCP server.
diffctxRun by its publisher: served from their own domain, namespace checked by the registry.
@nikolay-e · External

Selects the minimum code an LLM needs to review a git diff

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.
Reuse Before Generate
@aradar46 · External

Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.

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

Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.

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

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

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.
Notepatra
@singhpratech · External

Notepatra editor MCP server — 35 tools; every write human-approved in the editor; local-only.

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

Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.

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 npm.Free to use.
MCP server: One MCP server.
HOI4 Agent Tools
@klimpaskov · External

Build HOI4 mods: focus trees, events, decisions, worlds, GUI previews, docs and AI balance.

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.

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