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.
CodeY CMSRun by its publisher: served from their own domain, namespace checked by the registry.
@fpointerdev · External

Discover, evaluate, install, and validate generated websites for the self-hosted CodeY CMS.

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.
CodeCraft
@tanertalas · External

Checks whether generated Minecraft Bedrock content will actually load. Nine read-only tools.

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

Debugging experiments for coding agents: reproduce failures and verify fixes with test evidence.

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

Pay-per-token Claude & Grok inference, settled in BSV, via the inference.bsvkey.com gateway.

11% 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 PlannerRun by its publisher: served from their own domain, namespace checked by the registry.
@dbplanner · External

Read and edit DB Planner database schemas, diagrams and board layouts as an AI agent.

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.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
SymvantaRun by its publisher: served from their own domain, namespace checked by the registry.
@symvanta · External

Hosted code graph over MCP: exact callers, dependencies, and cross-repo blast radius for AI agents.

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.
Rechtssysteem.ai
@rechtssysteem · External

Lekkage-vrije voorspelling van Nederlandse rechtszaken, getraind op 609.715 uitspraken

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.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
anewRun by its publisher: served from their own domain, namespace checked by the registry.
@anew · External

Encode self-contained HTML pages into shareable URLs.

4% 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.
~alter mcp-ollama
@true-alter · External

Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.

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.
JsonFabricaRun by its publisher: served from their own domain, namespace checked by the registry.
@ms-methos · External

Generate realistic, relational synthetic JSON test data from templates, via the JsonFabrica API.

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.
I18n Codelens
@hepter · External

Inspect, audit and safely edit i18n locale JSON files from AI agents.

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.
GaugeMesh
@aliengineering-byte · External

Route MCP capabilities through deterministic identity, policy, budget, and deadline constraints.

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

Read your Xenmark drawing reviews from AI assistants: projects, drawings, comments, notifications.

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.
Mycelium Emissions DatabaseRun by its publisher: served from their own domain, namespace checked by the registry.
@mycelium · External

Search company carbon emissions: scope 1, 2 and 3 figures, Mycelium Scores and rankings.

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.
Feldspar free repository security scanRun by its publisher: served from their own domain, namespace checked by the registry.
@project-feldspar · External

Free deterministic security scan of public git repos: OSV.dev vulnerable deps, secrets, config lint.

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.
Kyma APIRun by its publisher: served from their own domain, namespace checked by the registry.
@kymaapi · External

Live model catalog with prices and measured uptime, rankings, credits and spend, spend-capped chat.

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.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
FairMind Project ContextRun by its publisher: served from their own domain, namespace checked by the registry.
@fairmind · External

Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.

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; it needs your API key.Free to use.
MCP server: One MCP server.
Vanguard Memory Node
@ezumba · External

Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.

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.
BigQuery Data Platform
@debilla · External

Read-only BigQuery tools for plain-language data questions, with a cost gate on every query

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.
WrapGuard MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@yuni9959 · External

Detect unnatural Korean and English mid-word wrapping in responsive web pages.

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.
Render — a real browser for agents
@rodromer · External

Hosted browser for AI agents: screenshots, post-JS DOM, console, WCAG. No install, no API key.

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.
llms.txt for agents
@ux-xd · External

Any site's llms.txt: find the covering index, read its linked docs as markdown, search sections.

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.
Model Manager
@setheerwagen · External

Manage your local model machine over MCP: state, model pull/remove, service switch, LoRA training

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.
Mantis
@kahlilashanti · External

Build proven high converting product showrooms and websites from your existing ecommerce catalog

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.

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