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1,425 repos for β€œmcps” Β· Any agentClear
Helweg/
open-codebase-index

Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.

190
LocalCan/
LocalCanApp

The ngrok alternative for Mac, Windows & Linux. Public URLs (tunnels), .local domains, automatic HTTPS, traffic inspector, MCP server for AI agents. Free plan.

82
cafferychen777/
ChatSpatial

MCP server for spatial transcriptomics analysis through natural language interfaces.

44
cagataycali/
devduck

Minimalist AI agent that fixes itself when things break.

42

AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.

198
Stupidoodle/
swissdevjobs-cli

Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (πŸ‡¨πŸ‡­πŸ‡©πŸ‡ͺπŸ‡¬πŸ‡§πŸ‡ΊπŸ‡ΈπŸ‡¨πŸ‡¦πŸ‡³πŸ‡±πŸ‡«πŸ‡·) from your terminal or AI agent β€” zero-dependency Python CLI + MCP server + Claude Code plugin

97
web-agent-master/
google-search

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

622

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

197
EllisMorrow/
Caelune

Caelune (ε‡―ιœ²ζ©) β€” Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.ο½œζœ¬εœ°δΌ˜ε…ˆηš„η§δΊΊηŸ₯θ―†ζ£€η΄’ε·₯具。

45
HaD0Yun/
Doyunha-Gopeak

GoPeak β€” The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak

250

The security-first skill manager for AI agents β€” every install runs a security scan. Manage skills & MCP servers across 87 agents. Zero-dependency CLI.

77

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.

46
aks129/
HealthClawGuardrails

Open-source guardrails between AI agents and FHIR clinical data β€” PHI redaction, immutable audit, step-up auth, tenant isolation. MCP server + OpenAI/Gemini adapters. A healthclaw.io project.

30
eazybytes/
spring-ai
eazybytes/spring-aiTutorials & Guides

From Java Dev to AI Engineer: Spring AI Fast Track

158
fabio-rovai/
open-ontologies

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

492
buildswithpaul/
Frappe_Assistant_Core

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model

307
arjun988/
blender-skills

94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.

182
qcri/
codebadger
qcri/codebadgerConnectors

🦑 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code Property Graphs (CPGs).

167
abcamus/
obsidian-sync-vault-ce

Professional cloud sync & VFS for Obsidian. Features zero-space VFS, 4K streaming, MCP AI engine, and P2P collaboration. Supports Baidu/Aliyun/Quark/WebDAV/S3.

130
NPC-Worldwide/npcpyFrameworks & SDKs

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

1.5k
decocms/
studio
decocms/studioFrameworks & SDKs

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

405
taisly/
agent
taisly/agentConnectors

Taisly Agent Kit: MCP server, CLI, SDK, and agent docs for publishing videos to TikTok, Reels, Shorts, X, and Facebook.

219
Nagarjuna2997/
ios-agent-skill

Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold apps, and build/run/preview with Xcode Simulator.

32