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

PostgreSQL schema intelligence from a committed snapshot. No connection, no credentials.

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.
Brave DevTools MCP
@triuzzi · External

MCP server and CLI for Brave DevTools

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.
AIRASRun by its publisher: served from their own domain, namespace checked by the registry.
@airas-org · External

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

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

An LLM-based code review MCP server with AST-powered smart context extraction

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.
Local FAISS MCP Server
@nonatofabio · External

Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

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

Agent orchestration platform - multi-agent spawning, tickets, boards, and workflows

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.
Fuse
@litenova-solutions · External

Local .NET compiler verification, change impact, and typed wiring for AI agents.

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

Couchbase Model Context Protocol Server to interact with Couchbase clusters

2% 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.Deprecated by the publisher: Registry entry has been moved to io.github.couchbase/mcp-server-couchbaseFree to use.
MCP server: One MCP server.
RemembrallMCP
@cdnsteve · External

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

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.
J-Link MCP
@klievan · External

Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.

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.
Starwind UI MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@starwind-ui · External

Framework-aware Starwind UI v3 tools for Astro and React setup, components, docs, and migration.

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.
ADR Analysis
@tosin2013 · External

ADR drift detection, content safety, and decision memory for architectural decisions

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.
SharpLens
@pzalutski-pixel · External

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

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.
App Publish
@mikusnuz · External

MCP server for App Store Connect & Google Play Console — iOS/Android app management

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.
Cortex Memory Engine
@gambletan · External

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

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

Couchbase MCP Server - Enable AI agents to connect to and interact with Couchbase clusters.

2% 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.
A Mem
@diaaaj · External

Self-evolving memory system for AI agents

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 PyPI.Free to use.
MCP server: One MCP server.
Feedbacks
@softinator-techlabs · External

Visual website feedback, screenshots and team discussion for coding assistants. Self-hosted.

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

Run any model on the live WaveSpeed catalog: image, video, audio, 3D.

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.
MCP Local WP
@verygoodplugins · External

WordPress database access via Local by Flywheel. Execute read-only MySQL queries and inspect schema.

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.
PubNub MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@pubnub · External

PubNub Model Context Protocol MCP Server for Cursor and Claude

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.
PLATEAU Creative
@pixelx-jp · External

PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM 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.
Gemini
@houtini-ai · External

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

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.
UX
@elsahafy · External

UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client

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.

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