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.
Readout
@kaitzyy-dev · External

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

Not assessed yet.What it can do is not assessed yet.A remote server; no sign-in.Deprecated by the publisher: Renamed. This server is now io.github.kaitzyy-dev/sighttrue at https://sighttrue.com/api/mcpFree to use.
MCP server: One MCP server.
Osnova
@getdomovoi · External

Deterministic code map for AI coding agents: a tree-sitter call graph with exact file:line over MCP.

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.
Legitshow SearchRun by its publisher: served from their own domain, namespace checked by the registry.
@commitshow · External

Search launched software (SaaS, AI tools, MCP servers) by measured production-readiness.

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 npm.Deprecated by the publisher: Merged into io.github.commitshow/audit, which has the same search_services and fetch_docs tools plus audit_repo and project_status. Install commitshow-mcp instead.Free to use.
MCP server: One MCP server.
Groundwork
@nickjlamb · External

Deployment-readiness checks for document-QA and extraction AI: grounding, extraction, CI gate.

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.
pqc-scan
@microtoll · External

The cryptography a JavaScript or TypeScript codebase uses, and which a quantum computer would break.

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.
Better Design
@marvkr · External

A design harness for AI coding agents: design systems, design principles, icons and UI review.

Not assessed yet.What it can do is not assessed yet.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Turnback
@mfaizr77 · External

Undo a coding agent turn, including shell commands and untracked files.

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 npm.Free to use.
MCP server: One MCP server.
A2A AuditorRun by its publisher: served from their own domain, namespace checked by the registry.
@4hmetuyar · External

Scans Agent2Agent (A2A) protocol code for webhook SSRF, missing auth, and credential exposure

6% 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.
Db GatewayRun by its publisher: served from their own domain, namespace checked by the registry.
@4hmetuyar · External

KVKK/GDPR-compliant LLM-to-database gateway: PII masking, RBAC, rate limiting, audit log

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.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
VISEON AskRun by its publisher: served from their own domain, namespace checked by the registry.
@viseon · External

VISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io

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.
Microtoll EngineRun by its publisher: served from their own domain, namespace checked by the registry.
@microtoll · External

Microtoll Engine in your coding tool: docs search and a scaffold for end-to-end-encrypted apps.

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.
Treering
@redholetechnologies · External

A local map of your codebase over time: symbols, callers, subgraphs and structural change.

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 MCPB.Free to use.
MCP server: One MCP server.
GenHTTP LambdaRun by its publisher: served from their own domain, namespace checked by the registry.
@genhttp · External

Write, deploy and host small C# web services and sites at a public address.

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

Discover and scaffold new apps by reusing code from your GitHub repositories.

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; you sign in with your account.Free to use.
MCP server: One MCP server.
Banking Assistant (Metabind demo)Run by its publisher: served from their own domain, namespace checked by the registry.
@metabind · External

Demo personal-finance MCP App: spending, subscriptions, and net worth as interactive UI.

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

Token-efficient code reading for coding agents: symbol-aware, budgeted, diff-aware reads.

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 MCPB.Free to use.
MCP server: One MCP server.
Harvest
@the-warl0ck · External

Plain-English training-data scout: 12 experts sweep HuggingFace + GitHub, compose scored packs.

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.
figma-mcp
@mehmoodqureshi · External

Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop.

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.
GoHumanize Open HumanizerRun by its publisher: served from their own domain, namespace checked by the registry.
@gohumanize-ai · External

Rewrite AI-styled text into natural writing with a fine-tune model.

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

Search ReactFrame's React + Tailwind + Motion components, install free ones and price premium picks.

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

Track issues, projects and dependencies with your agent in a workspace you control.

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

Self-hosted permission-aware context layer. Search returns only what the caller may read.

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.
OpenUI MCP Studio
@xiaojiou176-open · External

Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.

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 a package registry.Free to use.
MCP server: One MCP server.
Cvdsafe
@vince-gonzalez · External

Check if a palette or image is colorblind-safe, generate safe palettes, check WCAG contrast.

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.

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