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#mcp

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

2,913 records
Tagged “mcp”Ranked by health index
PyPI
83Excellenthealth index
rasinmuhammed/misata
Synthetic data that hits the numbers you declare, exactly. Multi-table with verified foreign-key integrity, deterministic, no model in the data path. Python + MCP server. In simple terms, a powerful demo data generator for sales/demos/seed data.
Python★ 70↓ 2,045/moOct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
crates.io · npm
83Excellenthealth index
ratel-ai/ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
TypeScript · Rust · Python★ 434↓ 175/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
npm
83Excellenthealth index
raymondchins/agentmap
Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.
JavaScript★ 48↓ 1,106/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
npm
83Excellenthealth index
rejifald/StitchAPI
The agent-native runtime where a typed, declarative stitch replaces fetch — for humans and agents alike.
TypeScript · MDX★ 18↓ 5,741/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm
83Excellenthealth index
remorses/spiceflow
Minimal API & React framework, fully type safe, OpenAPI, RSC, MCP, type safe client, streaming with SSE
TypeScript★ 167↓ 55.5K/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
Go
83Excellenthealth index
richardwooding/file-search-on
File content type aware search with attribute and cel support
Go★ 5Sep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
npm
83Excellenthealth index
runcycles/cycles-mcp-server
MCP budget and risk authority for Cycles — runtime governance for Claude, Cursor, and Windsurf
TypeScript★ 0↓ 230/moOct 22, 2026
Apache-2.0Oct 22, 2026 · metrics 2.10.0
npm
83Excellenthealth index
runcycles/cycles-openclaw-budget-guard
Cycles budget and action guard for OpenClaw agents
TypeScript★ 7↓ 86/moSep 20, 2026
Apache-2.0Sep 20, 2026 · metrics 2.10.0
npm
83Excellenthealth index
samartomar/ai-harness
Enterprise AI Bootstrapping Harness
TypeScript★ 6↓ 1,079/moSep 10, 2026
Apache-2.0Sep 10, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
shigechika/mcp-stdio
Bidirectional stdio ↔ HTTP gateway for MCP servers — connect clients to remote servers or publish local servers
Python★ 9↓ 3,212/moOct 22, 2026
MITOct 22, 2026 · metrics 2.10.0
PyPI · crates.io · Maven +1
83Excellenthealth index
simpleble/simpleble
SimpleBLE - the all-in-one Bluetooth library for MacOS, iOS, Windows, Linux and Android.
C++★ 1,130↓ 81.8K/moSep 10, 2026
Custom licenseSep 10, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
skynetcmd/m3-memory
Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capable
Python★ 25↓ 3,861/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
npm
83Excellenthealth index
southleft/figma-console-mcp
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
TypeScript · JavaScript★ 2,303↓ 41.6K/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
PyPI · npm
83Excellenthealth index
sseshachala/conductai
Runtime governance for AI agents. Allow, warn, or block every model and tool call before it commits. Hash-chained audit for every decision. Compliance packs for SOC 2, HIPAA, PCI DSS, EU AI Act, SR 11-7, and FDA CSA. Apache 2.0.
Python · TypeScript★ 32↓ 4,478/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
state-alchemists/zrb
Your Automation Powerhouse
Python★ 17↓ 11.6K/moSep 15, 2026
No licenseSep 15, 2026 · metrics 2.10.0
npm · crates.io
83Excellenthealth index
stateset/stateset-icommerce
StateSet iCommerce
Rust · JavaScript★ 7↓ 1,914/moSep 27, 2026
Custom licenseSep 27, 2026 · metrics 2.10.0
PyPI · npm
83Excellenthealth index
sumithr/sumo-qa
MCP server that brings senior-QA discipline to AI coding assistants — test planning, TDD, mutation testing, code review.
Python★ 7↓ 4,442/moOct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
svnscha/mcp-windbg
Model Context Protocol for WinDbg.
Python★ 1,569↓ 3,089/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
npm
83Excellenthealth index
usetheokit/theokit-sdk
Open-source TypeScript SDK and agent runtime you own end to end. Agent.create / prompt / stream / resume, 43 LLM providers on your own keys, MCP with OAuth PKCE, subagents, workflows, evals, memory, and a bubblewrap+seccomp kernel sandbox for tool execution. Local-first, opt-in cloud, Apache-2.0.
TypeScript★ 3↓ 14.1K/moOct 13, 2026
Apache-2.0Oct 13, 2026 · metrics 2.10.0
Go
83Excellenthealth index
uwaserver/uwas
Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HTTPS, built-in caching, PHP/FastCGI, reverse proxy, load balancing, WAF, web dashboard, and MCP server.
Go · TypeScript★ 130Sep 10, 2026
Custom licenseSep 10, 2026 · metrics 2.10.0
npm · Go
83Excellenthealth index
verivus-oss/llm-cli-gateway
MCP server providing unified access to Claude Code, Codex, Gemini, Grok and Mistral CLIs with session management, retry logic, and async job orchestration.
TypeScript★ 16↓ 375/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
willow-memory/willow-mcp
Agent-neutral MCP server with persistent memory (SOIL + Postgres KB) and a sandboxed task queue. Manifest-based ACL; works with any stdio MCP client.
Python★ 3↓ 15.2K/moOct 23, 2026
Apache-2.0Oct 23, 2026 · metrics 2.10.0
npm
83Excellenthealth index
xpf0000/FlyEnv
Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.
TypeScript · Vue★ 3,294Oct 20, 2026
BSD-3-ClauseOct 20, 2026 · metrics 2.10.0
PyPI
81Excellenthealth index
AgamiAI/agami-core
The trust layer between AI and your data. Turns your database schema - messy joins, undocumented tables, into a governed semantic model so AI answers with correct SQL and a receipt on every answer. Run it locally, or self-host a shared team server with Docker.
Python★ 28↓ 3,338/moOct 12, 2026
Custom licenseOct 12, 2026 · metrics 2.10.0
Go · npm
81Excellenthealth index
AltairaLabs/PromptKit
Test, red-team, and deploy LLM applications with confidence. Multi-provider support (OpenAI, Anthropic, Gemini), MCP integration, self-play testing, and production SDK.
Go★ 9Sep 20, 2026
Custom licenseSep 20, 2026 · metrics 2.10.0
Packagist · npm
81Excellenthealth index
BinarCode/laravel-restify
Laravel API for Ai Agents and humans.
PHP · Vue★ 683↓ 36.9K/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
Go · npm
81Excellenthealth index
Chemaclass/agnostic-ai
One source of truth for AI agents, skills, rules, and hooks. Transpile to every AI CLI you use.
Go★ 12Sep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
PyPI
81Excellenthealth index
CloudSecurityAlliance/csa-google-workspace
Python library for managing comments and content on Google Docs, Sheets, and Slides via the Google APIs
Python★ 0↓ 2,878/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
npm
81Excellenthealth index
CoWork-OS/CoWork-OS
Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and artifacts.
TypeScript★ 455↓ 1,381/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
crates.io · npm
81Excellenthealth index
CorvidLabs/spec-sync
📐 Bidirectional spec-to-code drift detection. Rust CLI and MCP server that catches undocumented exports and vanished symbols in CI.
Rust★ 6↓ 32/moOct 23, 2026
MITOct 23, 2026 · metrics 2.10.0