AI Trust Registry for open-source AI agent projects.
Independent trust scores for 1325 open-source AI agent projects and 351 agent skills, every point from public, checkable signals. How scoring works →
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| #↑ | Δ | Agent | Grade | Stars | Last Push | Commits | HVTrust |
|---|---|---|---|---|---|---|---|
| 1 | = | deepset-ai/haystack Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search… | A | 26.6k |
2026-09-29
|
274 | 96.5 was 96.0 ▼0.1 |
| 2 | = | vercel/ai The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents | A | 27.0k |
2026-09-29
|
510 | 96.2 was 94.5 — |
| 3 | = | DeusData/codebase-memory-mcp High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. | A | 45.4k |
2026-09-28
|
583 | 93.7 was 91.0 ▲1.6 |
| 4 | = | openai/openai-agents-js A lightweight, powerful framework for multi-agent workflows and voice agents | A | 3.9k |
2026-09-25
|
129 | 93.6 was 93.1 — |
| 5 | = |
mobile-next/mobile-mcp
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 8.3k |
2026-09-23
|
72 | 92.8 was 89.7 ▲56.3 |
| 6 | = | langchain-ai/langgraph Build resilient agents. | A | 42.4k |
2026-09-29
|
42 | 92.6 was 91.8 ▲0.1 |
| 7 | = |
hashgraph-online/hol-guard
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → extension-based
|
A | 676 |
2026-09-29
|
724 | 92.1 was 91.0 ▲58.6 |
| =8 | = | promptfoo/promptfoo Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic. | A | 25.5k |
2026-09-29
|
473 | 91.9 was 93.0 ▲0.2 |
| =8 | ▲3 |
microsoft/playwright-mcp
Playwright MCP server
Grade Changed +2
2026-09-23: Trust grade C → A
|
A | 37.7k |
2026-09-28
|
20 | 91.9 was 88.8 ▲33.5 |
| 10 | ▼1 | cline/cline Autonomous coding agent as an SDK, IDE extension, or CLI assistant. | A | 69.5k |
2026-09-29
|
301 | 91.7 was 91.3 — |
| =11 | ▼1 | openai/openai-agents-python A lightweight, powerful framework for multi-agent workflows | A | 29.8k |
2026-09-29
|
216 | 91.6 was 95.0 ▲0.3 |
| =11 | ▼1 | livekit/agents A framework for building realtime voice AI agents 🤖🎙️📹 | A | 14.4k |
2026-09-29
|
189 | 91.6 was 89.9 — |
| 13 | ▲6 | n8n-io/n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | A | 206.2k |
2026-09-29
|
1357 | 91.5 was 93.1 ▲1.4 |
| =14 | ▼1 |
modelcontextprotocol/inspector
Visual testing tool for MCP servers
License +3
2026-09-23: License classification changed from unlicensed to open
|
A | 11.0k |
2026-09-28
|
529 | 90.9 was 87.0 ▲8.3 |
| =14 | ▼1 | openclaw/openclaw The AI that really does things. Any OS. Any Platform. The lobster way. 🦞 | A | 390.8k |
2026-09-29
|
17205 | 90.9 was 90.9 ▼0.2 |
| 16 | ▼1 |
strands-agents/harness-sdk
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
Tool Surface Changed
2026-09-23: Detected tool/plugin surface changed: extension-based → declared
|
A | 8.5k |
2026-09-29
|
232 | 90.5 was 89.0 ▲0.4 |
| 17 | = |
maximhq/bifrost
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
Grade Changed +2
2026-09-23: Trust grade C → A
|
A | 8.4k |
2026-09-29
|
805 | 90.3 was 88.2 ▲31.5 |
| 18 | ▼2 | browser-use/browser-harness Browser Harness | Self-healing harness that enables LLMs to complete any task. | A | 18.2k |
2026-09-27
|
72 | 90.2 was 86.4 ▲0.1 |
| =19 | ▲2 |
neomjs/neo
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
Rank +3
2026-09-27: Rank rose 23 spots (#43 → #20)
|
A | 3.3k |
2026-09-29
|
660 | 90.0 was 86.2 ▲0.2 |
| =19 | ▼2 | modelcontextprotocol/ext-apps Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers | A | 2.9k |
2026-09-25
|
37 | 90.0 was 86.2 ▲1.4 |
| =19 | ▲1 | openai/codex Lightweight coding agent that runs in your terminal | A | 127.0k |
2026-09-29
|
1553 | 90.0 was 86.6 — |
| =22 | ▼2 | huggingface/lerobot 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning | A | 27.8k |
2026-09-28
|
69 | 89.9 was 89.9 ▲0.8 |
| =22 | = | affaan-m/ECC The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | A | 269.2k |
2026-09-28
|
216 | 89.9 was 88.1 ▲0.2 |
| 24 | = | cloudflare/agents Build and deploy AI Agents on Cloudflare | A | 5.7k |
2026-09-28
|
106 | 89.8 was 87.0 ▲0.8 |
| 25 | ▲1 | docling-project/docling Get your documents ready for gen AI | A | 68.2k |
2026-09-29
|
148 | 89.4 was 88.9 ▲0.1 |
| 26 | ▲1 | sipyourdrink-ltd/bernstein The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run | A | 1.3k |
2026-09-29
|
738 | 89.2 was 88.3 ▲1.0 |
| 27 | ▲1 |
stickerdaniel/linkedin-mcp-server
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
Tool Surface Changed +6
2026-09-24: Detected tool/plugin surface changed: none → declared
|
A | 3.7k |
2026-09-29
|
206 | 89.1 was 84.9 ▲55.0 |
| =28 | ▲1 |
ihor-sokoliuk/mcp-searxng
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 1.3k |
2026-09-28
|
56 | 88.9 was 84.1 ▲51.8 |
| =28 | ▲1 | supabase/mcp Connect Supabase to your AI assistants | A | 2.9k |
2026-09-28
|
24 | 88.9 was 84.5 — |
| =28 | ▼5 |
software-mansion/argent
An agentic toolkit to control, debug, and profile iOS and Android apps. Made by Software Mansion.
Tool Surface Changed +6
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 2.9k |
2026-09-28
|
95 | 88.9 was 84.6 ▲55.2 |
| 31 | = | agentscope-ai/ReMe ReMe: Memory Management Kit for Agents - Remember Me, Refine Me. | A | 3.5k |
2026-09-29
|
50 | 88.7 was 86.4 ▼0.4 |
| =32 | = | apify/apify-mcp-server The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store. | A | 8.9k |
2026-09-29
|
67 | 88.6 was 85.2 ▲0.2 |
| =32 | = | mlflow/mlflow The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. | A | 28.2k |
2026-09-29
|
444 | 88.6 was 89.1 ▼1.0 |
| =34 | ▲2 |
mongodb-js/mongodb-mcp-server
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Rank +6
2026-09-25: Rank rose 10 spots (#47 → #37)
|
A | 1.1k |
2026-09-29
|
76 | 88.5 was 85.0 ▲55.6 |
| =34 | ▼1 | browserbase/stagehand The SDK to extract data and interact with any site on the web. Get started with Claude Code, Codex, Eve, Mastra, and more. | A | 25.5k |
2026-09-29
|
63 | 88.5 was 87.7 ▲0.6 |
| =36 | ▼1 |
a2aproject/A2A
Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
Rank
2026-09-24: Rank dropped 12 spots (#22 → #34)
|
A | 26.0k |
2026-09-25
|
11 | 88.4 was 89.0 ▼0.7 |
| =36 | = |
QwenLM/qwen-code
An open-source AI coding agent that lives in your terminal.
Rank
2026-09-27: Rank dropped 13 spots (#24 → #37)
|
A | 28.2k |
2026-09-29
|
1180 | 88.4 was 86.1 ▲0.2 |
| 38 | = |
arc-mcp/arc-1
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 206 |
2026-09-29
|
114 | 88.1 was 83.5 ▲54.4 |
| 39 | ▲1 | firecrawl/firecrawl The web data API to search, scrape, and interact at scale. 🔥 | A | 186.2k |
2026-09-29
|
191 | 88.0 was 90.4 ▼0.7 |
| =40 | ▼1 |
volcengine/OpenViking
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Provider Added
2026-09-23: Runtime surface grew — new detected provider dependency: Postgres
|
A | 38.9k |
2026-09-29
|
444 | 87.9 was 89.8 ▼0.3 |
| =40 | = |
pydantic/pydantic-ai
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
Rank
2026-09-27: Rank dropped 20 spots (#23 → #43)
|
A | 20.3k |
2026-09-29
|
583 | 87.9 was 89.0 ▼1.4 |
| =40 | = | triggerdotdev/trigger.dev Trigger.dev – build and deploy durable AI agents and workflows | A | 16.4k |
2026-09-28
|
221 | 87.9 was 85.4 ▲0.3 |
| =43 | = |
vishalsachdev/canvas-mcp
Canvas LMS MCP server — up to 102 tools and 8 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 266 |
2026-09-29
|
163 | 87.8 was 84.0 ▲52.7 |
| =43 | = |
chrisdoc/hevy-mcp
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 487 |
2026-09-28
|
81 | 87.8 was 84.4 ▲54.7 |
| 45 | = | vercel-labs/agent-browser Browser automation CLI for AI agents | A | 43.3k |
2026-09-28
|
39 | 87.7 was 86.2 — |
| =46 | ▲1 |
homeassistant-ai/ha-mcp
The Unofficial and Awesome Home Assistant MCP Server
Tool Surface Changed +6
2026-09-23: Detected tool/plugin surface changed: none → extension-based
|
A | 4.9k |
2026-09-29
|
317 | 87.6 was 84.5 ▲52.9 |
| =46 | ▲1 |
thesysdev/openui
The Open Standard for Generative UI
Rank
2026-09-23: Rank dropped 12 spots (#35 → #47)
|
A | 9.9k |
2026-09-29
|
106 | 87.6 was 85.8 ▲0.1 |
| 48 | ▼2 |
mcp-hangar/mcp-hangar
MCP policy enforcement plane — deterministic policy on every Model Context Protocol call: identity, RFC 8707 audience binding, tool schema digest pinning, full audit trail. Python, self-hosted, MIT.
Provider Added +6
2026-09-23: Runtime surface grew — new detected provider dependencies: Postgres, Redis
|
A | 16 |
2026-09-28
|
244 | 87.5 was 83.3 ▲53.4 |
| 49 | = |
Unstructured-IO/unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows…
Rank
2026-09-23: Rank dropped 13 spots (#32 → #45)
|
A | 15.5k |
2026-09-27
|
11 | 87.4 was 86.7 ▼0.3 |
| 50 | = |
agno-agi/agno
Build, run, and manage agent platforms.
Rank
2026-09-23: Rank dropped 14 spots (#36 → #50)
|
A | 42.4k |
2026-09-29
|
131 | 87.3 was 87.9 ▲0.2 |
| =51 | = |
zereight/gitlab-mcp
First gitlab mcp for you, building together
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 2.0k |
2026-09-28
|
222 | 87.2 was 83.1 ▲52.7 |
| =51 | ▲1 |
punkpeye/fastmcp
A TypeScript framework for building MCP servers.
Rank
2026-09-23: Rank dropped 17 spots (#37 → #54)
|
A | 3.3k |
2026-09-26
|
62 | 87.2 was 82.1 ▲0.1 |
| =53 | ▼1 |
cap-js/mcp-server
MCP server for AI-assisted development of CAP applications
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 113 |
2026-09-28
|
17 | 87.0 was 81.9 ▲54.6 |
| =53 | = |
achiya-automation/safari-mcp
Native Safari browser automation for AI agents. 98 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 206 |
2026-09-29
|
85 | 87.0 was 81.4 ▲54.1 |
| =53 | = |
getzep/graphiti
Build Real-Time Knowledge Graphs for AI Agents
Rank
2026-09-23: Rank dropped 14 spots (#39 → #53)
|
A | 31.3k |
2026-09-28
|
40 | 87.0 was 86.8 ▲0.2 |
| 56 | = |
Skyvern-AI/skyvern
Automate browser based workflows with AI
Rank
2026-09-23: Rank dropped 22 spots (#42 → #64)
|
A | 23.1k |
2026-09-29
|
291 | 86.9 was 89.1 ▲0.7 |
| 57 | = |
Hmbown/CodeWhale
Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome.
Rank +1
2026-09-24: Rank rose 36 spots (#80 → #44)
|
A | 41.0k |
2026-09-29
|
2702 | 86.8 was 83.9 ▲0.3 |
| 58 | ▲4 |
botpress/botpress
The open-source hub to build & deploy GPT/LLM Agents ⚡️
Rank
2026-09-23: Rank dropped 15 spots (#43 → #58)
|
A | 14.9k |
2026-09-29
|
27 | 86.7 was 85.0 ▲0.5 |
| =59 | ▼1 |
XBP-Europe/sagemath-mcp
Stateful SageMath MCP server: 40 tools for symbolic math, algebra, number theory, graphs, plotting and claim verification. A persistent Sage session per client, an AST policy in front of it, and a hardened container as the real boundary.
Provider Added +6
2026-09-23: Runtime surface grew — new detected provider dependency: Google Gemini
|
A | 16 |
2026-09-29
|
121 | 86.6 was 80.9 ▲53.7 |
| =59 | ▼1 |
oaslananka/kicad-mcp-pro
AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturing review from Claude, Cursor, Copilot and other AI agents.
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 109 |
2026-09-29
|
134 | 86.6 was 83.6 ▲53.0 |
| =61 | ▼1 |
Softeria/ms-365-mcp-server
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API
Provider Added +6
2026-09-23: Runtime surface grew — new detected provider dependency: OpenAI
|
A | 1.0k |
2026-09-29
|
28 | 86.5 was 82.2 ▲54.7 |
| =61 | ▼1 |
can1357/oh-my-pi
⌥ Coding agent with the IDE wired in. Built by Stencil Labs.
Rank +2
2026-09-28: Rank rose 24 spots (#85 → #61)
|
A | 33.7k |
2026-09-29
|
5051 | 86.5 was 87.3 ▲2.0 |
| 63 | ▲2 |
EverMind-AI/EverOS
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Rank +1
2026-09-24: Rank rose 11 spots (#73 → #62)
|
A | 13.3k |
2026-09-29
|
27 | 86.3 was 85.7 ▲1.6 |
| =64 | ▲10 |
oaslananka/easyeda-mcp-pro
MCP server for EasyEDA Pro: PCB inspection, BOM sourcing, manufacturing export, and AI-assisted hardware review.
Rank +8
2026-09-29: Rank rose 10 spots (#74 → #64)
|
A | 49 |
2026-09-29
|
35 | 86.2 was 82.1 ▲52.7 |
| =64 | ▲1 |
CursorTouch/Windows-MCP
MCP Server for Computer Use in Windows
Rank
2026-09-23: Rank dropped 27 spots (#50 → #77)
|
A | 7.4k |
2026-09-28
|
15 | 86.2 was 81.7 ▲1.1 |
| 66 | ▲1 |
vectorize-io/hindsight
Hindsight: Agent Memory That Learns
Rank +1
2026-09-26: Rank rose 11 spots (#82 → #71)
|
A | 41.6k |
2026-09-29
|
577 | 86.1 was 86.6 ▲1.1 |
| =67 | ▲1 |
swimmwatch/cloakbrowser-mcp
⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.
Rank +7
2026-09-27: Rank rose 22 spots (#87 → #65)
|
A | 66 |
2026-09-27
|
68 | 86.0 was 80.4 ▲53.7 |
| =67 | ▲1 |
mem0ai/mem0
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
Rank
2026-09-23: Rank dropped 24 spots (#46 → #70)
|
A | 66.3k |
2026-09-25
|
49 | 86.0 was 88.3 ▲0.4 |
| =69 | ▲2 |
cameronrye/openzim-mcp
OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 141 |
2026-09-29
|
34 | 85.9 was 81.3 ▲52.4 |
| =69 | ▲2 |
topoteretes/cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
Rank +1
2026-09-25: Rank rose 10 spots (#79 → #69)
|
A | 31.2k |
2026-09-29
|
822 | 85.9 was 88.2 ▲2.4 |
| =69 | ▼1 |
QwenAudio/qwen-audio-agent
A realtime voice runtime that keeps Agents talking, working, and present. Real-time Voice Runtime for AI Agents
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 2.8k |
2026-09-28
|
272 | 85.9 was 81.3 ▲52.0 |
| =72 | ▼8 |
UI5/mcp-server
The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 102 |
2026-09-25
|
20 | 85.8 was 80.2 ▲52.2 |
| =72 | ▲5 |
Canner/WrenAI
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.
Rank
2026-09-23: Rank dropped 24 spots (#47 → #71)
|
A | 17.8k |
2026-09-29
|
44 | 85.8 was 82.0 ▲0.3 |
| =72 | ▼1 |
boxlite-ai/boxlite
The micro-VM for AI agents — light enough to embed on your laptop, elastic enough to power an agentic cloud.
Rank
2026-09-23: Rank dropped 27 spots (#45 → #72)
|
A | 2.4k |
2026-09-29
|
122 | 85.8 was 84.0 ▲0.1 |
| =75 | = |
ooples/token-optimizer-mcp
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 538 |
2026-09-25
|
65 | 85.5 was 81.8 ▲52.0 |
| =75 | ▲1 |
browserstack/mcp-server
BrowserStack's Official MCP Server
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 152 |
2026-09-29
|
136 | 85.5 was 79.5 ▲52.8 |
| =75 | ▼1 |
StuMason/coolify-mcp
MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
Provider Added +7
2026-09-24: Runtime surface grew — new detected provider dependency: Postgres
|
A | 603 |
2026-09-28
|
88 | 85.5 was 80.7 ▲53.5 |
| 78 | ▲8 |
wandb/weave
Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.
Rank +1
2026-09-28: Rank dropped 13 spots (#73 → #86)
|
A | 1.1k |
2026-09-28
|
69 | 85.4 was 85.9 ▲0.5 |
| =79 | ▲1 |
dynatrace-oss/dynatrace-managed-mcp
An MCP server for self-hosted Dynatrace Managed platform
Rank +8
2026-09-28: Rank rose 23 spots (#103 → #80)
|
A | 32 |
2026-09-29
|
99 | 85.3 was 80.9 ▲51.6 |
| =79 | ▲1 |
AIOSAI/AIPass
Persistent Agent Workspace — AI agents that remember, collaborate, and never start from zero.
Rank
2026-09-23: Rank dropped 24 spots (#41 → #65)
|
A | 286 |
2026-09-27
|
328 | 85.3 was 83.0 ▼1.0 |
| =81 | ▲1 |
open-webui/open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Rank +4
2026-09-24: Rank rose 63 spots (#141 → #78)
|
A | 153.5k |
2026-09-28
|
403 | 85.2 was 89.8 ▲1.7 |
| =81 | ▲1 |
HKUDS/LightRAG
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Rank
2026-09-23: Rank dropped 28 spots (#51 → #79)
|
A | 39.9k |
2026-09-28
|
885 | 85.2 was 86.3 ▲0.2 |
| =81 | ▼20 |
vespa-engine/vespa
The AI search platform
Rank +3
2026-09-29: Rank dropped 20 spots (#63 → #83)
|
A | 7.1k |
2026-09-29
|
650 | 85.2 was 85.5 ▼0.6 |
| =81 | ▼5 |
samuelgursky/davinci-resolve-mcp
MCP server integration for DaVinci Resolve Studio
Provider Added +6
2026-09-23: Runtime surface grew — new detected provider dependency: Postgres
|
A | 3.2k |
2026-09-26
|
412 | 85.2 was 79.5 ▲51.4 |
| 85 | ▼1 |
containers/kubernetes-mcp-server
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 2.1k |
2026-09-29
|
26 | 85.1 was 79.1 ▲54.1 |
| 86 | ▼1 |
cacheplane/dawnai
Ridiculous speed. Readable code.
Rank
2026-09-23: Rank dropped 30 spots (#55 → #85)
|
A | 311 |
2026-09-28
|
507 | 85.0 was 82.9 ▲0.4 |
| 87 | = |
arthurpanhku/dvalincode
Independent security verification for code written by humans and AI agents. Scan, repair, then prove it — Dvalin runs your project's own checks and issues a Verified Fix Record anyone can re-derive offline. Local-first, policy-bound, MIT.
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 120 |
2026-09-28
|
86 | 84.9 was 80.3 ▲52.0 |
| 88 | ▲2 |
stripe/ai
One-stop shop for building AI-powered products and businesses with Stripe.
Rank
2026-09-23: Rank dropped 31 spots (#57 → #88)
|
A | 1.8k |
2026-09-29
|
23 | 84.7 was 80.0 ▲0.4 |
| 89 | ▼1 |
getnable/finopsmcp
The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.
Rank +12
2026-09-27: Rank rose 21 spots (#107 → #86)
|
A | 18 |
2026-09-28
|
301 | 84.6 was 81.3 ▲54.3 |
| =90 | ▼1 |
pipecat-ai/pipecat
Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Daily and the community.
Rank +1
2026-09-25: Rank dropped 10 spots (#75 → #85)
|
A | 16.0k |
2026-09-28
|
1252 | 84.5 was 85.1 ▼0.8 |
| =90 | = |
artokun/comfyui-mcp
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55…
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 769 |
2026-09-28
|
363 | 84.5 was 80.4 ▲52.5 |
| 92 | = |
apify/mcpc
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 936 |
2026-09-24
|
35 | 84.4 was 79.4 ▲53.1 |
| =93 | ▲1 |
traceloop/openllmetry
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
Rank
2026-09-23: Rank dropped 37 spots (#61 → #98)
|
A | 7.5k |
2026-09-29
|
7? | 84.2 was 82.2 ▲0.9 |
| =93 | ▲1 |
nousresearch/hermes-agent
The agent that grows with you
Rank +1
2026-09-28: Rank rose 11 spots (#106 → #95)
|
A | 249.9k |
2026-09-29
|
19469 | 84.2 was 86.8 ▲0.3 |
| =93 | ▼2 |
mistralai/mistral-vibe
Minimal CLI coding agent by Mistral
Rank
2026-09-26: Rank dropped 24 spots (#58 → #82)
|
A | 5.0k |
2026-09-23
|
9? | 84.2 was 80.2 ▼1.2 |
| 96 | = |
anyproto/anytype-mcp
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 526 |
2026-09-21
|
19 | 84.0 was 79.0 ▲52.8 |
| =97 | = |
JustinBeckwith/gongio-mcp
MCP server for Gong.io - access calls, transcripts, and users
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 21 |
2026-09-26
|
11 | 83.8 was 77.8 ▲52.9 |
| =97 | ▲1 |
ClickHouse/mcp-clickhouse
Connect ClickHouse to your AI assistants.
Mcp Status Changed +5
2026-09-23: Detected MCP server support changed: none → implemented
|
A | 880 |
2026-09-21
|
16 | 83.8 was 83.1 ▲50.6 |
| =97 | ▲2 |
sjkim1127/Reversecore_MCP
A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, forensics, vulnerability research, and SAST — powered by Radare2, YARA, LIEF, Capstone, and more.
Rank +7
2026-09-26: Rank dropped 13 spots (#92 → #105)
|
A | 205 |
2026-09-29
|
107 | 83.8 was 79.4 ▲51.3 |
| =100 | ▼2 |
anipotts/imessage-mcp
Search and read your Messages history from Claude, Codex, Cursor, VS Code, and any other MCP client.
Tool Surface Changed +7
2026-09-23: Detected tool/plugin surface changed: none → declared
|
A | 25 |
2026-09-28
|
123 | 83.7 was 81.3 ▲51.0 |
Daily movers
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Projects needing review
These listings stay active, but one or more automated eligibility checks need attention. The warning is surfaced here instead of being buried in raw metadata.
Better Godot MCP
repository is archived
Better Notion MCP
repository is archived
Better Email MCP
repository is archived
Dynatrace MCP
repository is archived
Storybook MCP Addon
repository is archived
Claude Code
no declared license (GitHub license field is null)