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.
ArangoDB Async
@pcfvw · External

Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.

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.
Devops
@notharshhaa · External

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

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.
React Toolkit
@nishant-chaudhary5338 · External

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

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.
Elementor Agent
@mogacode-ma · External

Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.

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.
Atlassian Dc Bitbucket
@mrrefactoring · External

MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

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.
oraclemcp
@muhdur · External

Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).

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 Docker.Free to use.
MCP server: One MCP server.
SmartMemory
@mauriceisrael · External

Neuro-symbolic memory for LLMs (POC)

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 a package registry.Free to use.
MCP server: One MCP server.
Ollama Handoff
@michael-whitecapdata · External

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

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.The repository cannot be reached since 12 Oct.Free to use.
MCP server: One MCP server.
Limpet
@ksym04 · External

Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale.

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 a package registry.Free to use.
MCP server: One MCP server.
Filesystem
@digital-defiance · External

Advanced filesystem operations with strict security boundaries for AI agents

9% 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.
MegaLinter
@downatthebottomofthemolehole · External

MCP server for running Ox Security MegaLinter via mega-linter-runner

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.
Omni NliRun by its publisher: served from their own domain, namespace checked by the registry.
@cogitatortech · External

An MCP server for natural language inference

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.
Codemunch Pro
@bigjai · External

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

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.
SmolanalyticsRun by its publisher: served from their own domain, namespace checked by the registry.
@arjun0606 · External

End-to-end tests from one sentence: an agent drives a real browser, and passing runs replay free.

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.
Memory KernelRun by its publisher: served from their own domain, namespace checked by the registry.
@artem362 · External

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

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.
Vibe Hnindex
@andyanh174 · External

Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

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

Install & correctly use appCN React Native / Expo components, streamed from the live registry.

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

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

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

Code Intelligence Platform for AI Coding Agents

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 npm.Free to use.
MCP server: One MCP server.
Biel.ai
@biel · External

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

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 a package registry.Free to use.
MCP server: One MCP server.
Lindo AIRun by its publisher: served from their own domain, namespace checked by the registry.
@lindoai · External

Create and manage Lindo AI websites, pages, blogs, clients, and credits from any MCP client.

9% 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.
ACMIRepublished by Smithery for its author.
@madezmedia · External · via Smithery

Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.

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.
ALM X++ MCP Server
@alimbenhelal-pro · External

D365 F&O: 90 AI tools over 200K+ objects, 25M+ cross-refs, 24M+ label translations.

9% 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.
SprintraRun by its publisher: served from their own domain, namespace checked by the registry.
@sprintra-io · External

The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

7% 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.

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