AI Trust Registry for open-source AI agent projects.

Independent trust scores for 1371 open-source AI agent projects and 371 agent skills, every point from public, checkable signals. How scoring works →

Showing the pre-calibration baseline (methodology v4.4 superseded this). This is no longer the live ranking. Methodology · Back to current ranking
#↑ 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…
Listed Python Agent Frameworks
A 26.7k
2026-10-12
276 96.6 was 96.1 ▲0.1
2 = modelcontextprotocol/typescript-sdk The official TypeScript SDK for Model Context Protocol servers and clients
Listed TypeScript Protocols & Tool Integration
Provenance +4 2026-10-08: Package provenance attestation detected
A 13.6k
2026-10-12
50 94.6 was 92.3 ▲25.1
3 = langchain-ai/langgraph Build resilient agents.
Listed Python Agent Frameworks
A 43.1k
2026-10-12
83 94.2 was 93.6 ▲0.9
4 = openai/openai-agents-js A lightweight, powerful framework for multi-agent workflows and voice agents
Listed TypeScript Agent Frameworks
A 3.9k
2026-10-10
129 94.1 was 93.8 ▲0.1
5 = modelcontextprotocol/python-sdk The official Python SDK for Model Context Protocol servers and clients
Listed Python Protocols & Tool Integration
Provenance +4 2026-10-08: Package provenance attestation detected
A 24.5k
2026-10-12
38 94.0 was 92.3 ▲24.7
6 = 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
Listed TypeScript Agent Frameworks
HVTrust 2026-10-10: HVTrust down 3.3pts (96.2 → 92.9)
A 27.3k
2026-10-12
594 92.9 was 89.9 ▼3.3
=7 ▲2 mobile-next/mobile-mcp Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Listed TypeScript MCP Servers
A 9.0k
2026-10-12
59 92.6 was 89.8 ▼0.4
=7 = livekit/agents A framework for building realtime voice AI agents 🤖🎙️📹
Listed Python Voice & Conversational
A 14.7k
2026-10-12
186 92.6 was 91.3 ▲1.0
9 ▼2 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.
Listed TypeScript Observability & Evaluation
A 25.9k
2026-10-12
645 92.1 was 92.9 ▼0.2
10 = 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.
Listed Python Security & Guardrails
A 857
2026-10-12
1357 91.7 was 90.5 ▼0.3
11 ▲2 modelcontextprotocol/inspector Visual testing tool for MCP servers
Listed TypeScript Protocols & Tool Integration
A 11.1k
2026-10-12
720 91.6 was 88.0 ▲0.2
=12 ▲2
n8n
n8n-io/n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Listed TypeScript Workflow Platforms Source-available
A 207.1k
2026-10-12
1401 91.5 was 93.1 ▲1.4
=12 ▲2 cline/cline Autonomous coding agent as an SDK, IDE extension, or CLI assistant.
Listed TypeScript Coding Agents
A 70.2k
2026-10-12
300 91.5 was 91.0 ▼0.4
=12 ▼3 microsoft/playwright-mcp Playwright MCP server
Listed TypeScript MCP Servers
A 38.1k
2026-10-08
19 91.5 was 88.3 ▲0.3
15 ▲1 openai/openai-agents-python A lightweight, powerful framework for multi-agent workflows
Listed Python Agent Frameworks
A 30.0k
2026-10-08
232 91.4 was 94.7 ▼0.2
16 ▲1 callstack/agent-device Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
Listed TypeScript Browser & Computer Use
Provenance +6 2026-10-11: Package provenance attestation detected
A 5.0k
2026-10-12
606 91.1 was 87.7 ▲11.1
17 ▲2 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.
Listed Python Agent Frameworks
A 8.8k
2026-10-12
257 90.6 was 89.1 ▲0.1
18 ▲4
ECC
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.
Listed JavaScript Coding Agents
Rank 2026-10-10: Rank rose 24 spots (#46 → #22)
A 277.7k
2026-10-12
1065 90.5 was 89.0 ▲2.4
19 ▼1 openclaw/openclaw The AI that really does things. Any OS. Any Platform. The lobster way. 🦞
Listed TypeScript Browser & Computer Use
Provider Added 2026-10-12: Runtime surface grew — new detected provider dependency: Postgres
A 391.8k
2026-10-12
15866 90.4 was 91.3 ▼1.0
20 = browser-use/browser-harness Browser Harness | Self-healing harness that enables LLMs to complete any task.
Listed Python Browser & Computer Use
Rank +8 2026-10-09: Rank rose 81 spots (#99 → #18)
A 18.4k
2026-10-12
100 90.2 was 86.4 ▲4.4
21 ▼9 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.
Listed C MCP Servers
A 46.4k
2026-10-12
858 90.1 was 85.8 ▼3.0
22 ▼1 openclaw/Peekaboo Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.
Listed Swift Browser & Computer Use
Provenance +3 2026-10-05: Package provenance attestation detected
A 5.3k
2026-10-12
306 90.0 was 86.5 ▲0.5
=23 ▲1 huggingface/lerobot 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
Listed Python Robotics & Embodied
A 28.1k
2026-10-12
70 89.9 was 89.9 ▼0.1
=23 ▼1 openai/codex Lightweight coding agent that runs in your terminal
Listed Rust Coding Agents
A 128.8k
2026-10-12
1456 89.9 was 86.4 ▼0.1
=25 ▲2 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.
Listed Go LLM Gateways & Infra
A 8.7k
2026-10-12
1027 89.6 was 87.4 ▼0.8
=25 ▼1 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.
Listed Python Observability & Evaluation
A 28.3k
2026-10-12
461 89.6 was 90.2 —
=25 ▼1 docling-project/docling Get your documents ready for gen AI
Listed Python Research & Data
A 68.8k
2026-10-12
231 89.6 was 89.1 ▼0.1
=25 ▲1 cloudflare/agents Build and deploy AI Agents on Cloudflare
Listed TypeScript Agent Frameworks
A 5.8k
2026-10-12
167 89.6 was 86.7 ▼0.1
29 ▼1 a2aproject/A2A Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.
Listed Shell Protocols & Tool Integration
A 26.1k
2026-10-12
20 89.5 was 90.1 ▲0.2
=30 = ihor-sokoliuk/mcp-searxng Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
Listed TypeScript MCP Servers
A 1.3k
2026-10-10
67 89.3 was 84.7 ▲0.5
=30 ▲2 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.
Listed TypeScript MCP Servers
A 10.8k
2026-10-12
97 89.3 was 86.2 ▲0.4
=32 ▼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
Listed Python Coding Agents
A 1.2k
2026-10-12
400 89.1 was 88.2 ▲0.2
=32 ▼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.
Listed Python MCP Servers
A 3.8k
2026-10-12
281 89.1 was 84.9 ▼0.1
=34 = oaslananka/kicad-mcp-pro MCP server for KiCad, connecting AI agents to schematic and PCB workflows, ERC/DRC validation, DFM checks, BOM analysis, and manufacturing preparation—with controlled edits and human-gated release workflows.
Listed Python MCP Servers
Rank +3 2026-10-09: Rank rose 19 spots (#57 → #38)
A 124
2026-10-12
412 88.9 was 86.9 ▲3.8
=34 ▲1 software-mansion/argent An agentic toolkit to control, debug, and profile iOS and Android apps. Made by Software Mansion.
Listed TypeScript Browser & Computer Use
A 3.0k
2026-10-12
82 88.9 was 84.6 ▼0.4
36 ▼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.
Listed TypeScript Browser & Computer Use
A 25.6k
2026-10-10
92 88.8 was 88.2 —
37 = agentscope-ai/ReMe ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
Listed Python Memory & Knowledge
A 3.6k
2026-10-12
48 88.7 was 86.4 ▼0.1
38 ▲3
REA
morluto/rea Reverse engineer anything with agents, from app behavior down to native binaries.
Listed TypeScript Security & Guardrails
Rank +5 2026-10-09: Rank rose 19 spots (#66 → #47)
A 141.5k
2026-10-12
1796 88.5 was 84.8 ▲1.7
39 ▲1 firecrawl/firecrawl Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥
Listed TypeScript Research & Data
A 190.7k
2026-10-12
256 88.4 was 90.9 ▲0.2
=40 ▼2 volcengine/OpenViking Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
Listed Python Memory & Knowledge
A 39.8k
2026-10-12
417 88.3 was 90.2 ▲0.3
=40 ▼2 pydantic/pydantic-ai How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
Listed Python Agent Frameworks
Rank 2026-10-06: Rank dropped 12 spots (#26 → #38)
A 20.6k
2026-10-12
847 88.3 was 89.9 ▼1.0
42 = supabase/mcp Connect Supabase to your AI assistants
Listed TypeScript MCP Servers
A 2.9k
2026-10-12
15 88.2 was 83.6 ▼0.2
43 = cap-js/mcp-server MCP server for AI-assisted development of CAP applications
Listed JavaScript MCP Servers
A 113
2026-10-12
25 88.1 was 83.4 ▲0.6
=44 = mongodb-js/mongodb-mcp-server A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Listed TypeScript MCP Servers
A 1.1k
2026-10-12
60 87.9 was 84.2 ▼0.7
=44 ▲1 QwenLM/qwen-code An open-source AI coding agent that lives in your terminal.
Listed TypeScript Coding Agents
Rank 2026-10-10: Rank dropped 16 spots (#30 → #46)
A 28.4k
2026-10-12
1053 87.9 was 85.4 ▼0.1
46 ▲1 homeassistant-ai/ha-mcp The Unofficial and Awesome Home Assistant MCP Server
Listed Python MCP Servers
A 5.0k
2026-10-12
393 87.8 was 84.8 ▲0.2
=47 ▲2 CursorTouch/Windows-MCP MCP Server for Computer Use in Windows
Listed Python MCP Servers
A 8.8k
2026-10-10
31 87.7 was 83.8 ▲0.7
=47 ▼3
Neo
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.
Listed JavaScript UI & App Builders
Rank 2026-10-10: Rank dropped 17 spots (#28 → #45)
A 3.3k
2026-10-12
510 87.7 was 82.9 ▼2.4
=49 ▲3 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.
Listed Python MCP Servers
Rank +1 2026-10-06: Rank rose 45 spots (#93 → #48)
A 208
2026-10-12
202 87.6 was 84.5 ▲3.1
=49 = thesysdev/openui The Open Standard for Generative UI
Listed TypeScript UI & App Builders
A 10.8k
2026-10-12
104 87.6 was 85.8 ▼0.1
=51 ▲2 arc-mcp/arc-1
Listed TypeScript MCP Servers
A 218
2026-10-12
157 87.5 was 82.5 ▲0.2
=51 ▼1 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.
Listed JavaScript MCP Servers
A 214
2026-10-10
150 87.5 was 82.1 ▼0.2
=51 ▲10 SylphxAI/anymd Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.
Listed Rust MCP Servers
Rank +3 2026-10-12: Rank rose 10 spots (#63 → #53)
A 1.0k
2026-10-11
186 87.5 was 82.6 ▼1.6
=51 ▼6 vercel-labs/agent-browser Browser automation CLI for AI agents
Listed Rust Browser & Computer Use
A 43.9k
2026-10-11
32 87.5 was 85.9 ▼0.3
=55 ▲2 zereight/gitlab-mcp First gitlab mcp for you, building together
Listed TypeScript MCP Servers
A 2.0k
2026-10-12
305 87.4 was 83.4 —
=55 ▼1 agno-agi/agno Build, run, and manage agent platforms.
Listed Python Agent Frameworks
A 42.7k
2026-10-12
136 87.4 was 88.0 —
57 ▼3 beenuar/AiSOC Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.
Listed Python Security & Guardrails
Rank +1 2026-10-11: Rank rose 36 spots (#90 → #54)
A 2.4k
2026-10-12
834 87.3 was 83.7
58 ▲27 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.
Listed Python Memory & Knowledge
Mcp Status Changed +1 2026-10-12: Detected MCP server support changed: declared → implemented
A 13.4k
2026-10-12
22 87.2 was 85.0 ▲1.6
=59 = Skyvern-AI/skyvern Automate browser based workflows with AI
Listed Python Browser & Computer Use
A 23.2k
2026-10-12
284 87.1 was 89.3 ▲0.1
=59 ▼2 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…
Listed HTML Research & Data
Mcp Status Changed +1 2026-10-07: Detected MCP server support changed: implemented → none
A 15.6k
2026-10-10
23 87.1 was 88.0 ▼1.1
61 ▼1 getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents
Listed Python Memory & Knowledge
A 31.7k
2026-10-11
32 87.0 was 86.9 ▲0.6
=62 ▲2 oaslananka/easyeda-mcp-pro Production-grade MCP server for EasyEDA Pro, connecting AI agents to schematic and PCB workflows, controlled design operations, DRC, BOM sourcing, board analysis, and manufacturing export—with profile-gated tools and safety controls.
Listed TypeScript MCP Servers
A 57
2026-10-12
49 86.9 was 83.2 ▲0.4
=62 ▲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.
Listed Python MCP Servers
A 18
2026-10-12
183 86.9 was 82.4 ▲0.5
=62 ▼2 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.
Listed TypeScript MCP Servers
A 510
2026-10-11
77 86.9 was 83.2 ▼0.7
=62 ▲6 botpress/botpress The open-source hub to build & deploy GPT/LLM Agents ⚡️
Listed TypeScript Workflow Platforms
A 14.9k
2026-10-09
27 86.9 was 85.2 ▲0.2
=62 ▼5 punkpeye/fastmcp A TypeScript framework for building MCP servers.
Listed TypeScript Protocols & Tool Integration
A 3.3k
2026-10-04
45 86.9 was 81.7 ▼0.8
67 = triggerdotdev/trigger.dev Trigger.dev – build and deploy durable AI agents and workflows
Listed TypeScript Workflow Platforms
A 16.5k
2026-10-12
250 86.8 was 84.5 ▼0.2
=68 ▼12 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.
Listed Python MCP Servers
Tool Surface Changed +2 2026-10-12: Detected tool/plugin surface changed: none → declared
A 18
2026-10-12
129 86.7 was 82.1 ▼0.3
=68 ▼3 modelcontextprotocol/ext-apps Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
Listed TypeScript Protocols & Tool Integration
Rank +1 2026-10-08: Rank dropped 21 spots (#29 → #50)
A 2.9k
2026-09-25
8 86.7 was 81.4 ▼2.6
=68 ▼2 lancedb/lancedb Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Listed Rust Memory & Knowledge
Rank +4 2026-10-11: Rank dropped 25 spots (#43 → #68)
A 11.7k
2026-10-12
175 86.7 was 88.5 ▲13.8
71 ▼2 Softeria/ms-365-mcp-server A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API
Listed TypeScript MCP Servers
A 1.0k
2026-10-11
32 86.6 was 82.3 ▲0.3
=72 ▼2 traceloop/openllmetry Open-source observability for your GenAI or LLM application, based on OpenTelemetry
Listed Python Observability & Evaluation
Rank 2026-10-06: Rank rose 22 spots (#92 → #70)
A 7.5k
2026-10-12
17 86.5 was 85.5 ▲2.0
=72 ▲13 vespa-engine/vespa The AI search platform
Listed Java Memory & Knowledge
Rank 2026-10-12: Rank rose 13 spots (#86 → #73)
A 7.1k
2026-10-12
701 86.5 was 86.8 ▲1.1
=74 = 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.
Listed Python MCP Servers
Rank +1 2026-10-08: Rank dropped 19 spots (#54 → #73)
A 290
2026-10-12
289 86.2 was 81.7 ▼1.7
=74 ▲36 Hmbown/CodeWhale Open-source Rust agent engine and terminal client for Codewhale, with provider choice, tools, approvals and receipts.
Listed Rust Coding Agents
Rank +4 2026-10-12: Rank rose 36 spots (#111 → #75)
A 41.1k
2026-10-12
3235 86.2 was 86.5 ▼0.7
=76 ▼4 UI5/mcp-server The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.
Listed TypeScript MCP Servers
A 101
2026-10-09
25 86.1 was 80.6 ▼0.6
=76 ▼4 QwenAudio/qwen-audio-agent A realtime voice runtime that keeps Agents talking, working, and present. Real-time Voice Runtime for AI Agents
Listed JavaScript Voice & Conversational
A 2.9k
2026-10-12
91 86.1 was 81.6 ▲0.3
=78 ▼2 swimmwatch/cloakbrowser-mcp ⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.
Listed TypeScript MCP Servers
A 165
2026-10-12
58 86.0 was 80.4 ▲0.2
=78 ▼2 samuelgursky/davinci-resolve-mcp MCP server integration for DaVinci Resolve Studio
Listed Python MCP Servers
A 3.5k
2026-10-12
196 86.0 was 80.5 ▼0.4
=78 ▼5 mem0ai/mem0 The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
Listed Python Memory & Knowledge
A 67.0k
2026-10-09
45 86.0 was 88.3 ▼0.4
81 ▼3 vectorize-io/hindsight Hindsight: Agent Memory That Learns
Listed Python Memory & Knowledge
A 48.7k
2026-10-12
644 85.9 was 86.3 ▼0.1
=82 ▼3 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
Listed Python Memory & Knowledge
Rank +1 2026-10-09: Rank rose 11 spots (#90 → #79)
A 32.1k
2026-10-12
909 85.8 was 88.0 ▼0.1
=82 ▼3 browserstack/mcp-server BrowserStack's Official MCP Server
Listed TypeScript MCP Servers
A 154
2026-10-12
207 85.8 was 79.8 ▼0.2
=84 = AIOSAI/AIPass Persistent Agent Workspace — AI agents that remember, collaborate, and never start from zero.
Listed Python Multi-Agent Systems
A 288
2026-10-12
687 85.6 was 83.4 ▲0.5
=84 ▼4 cacheplane/threadplane The open-source thread-plane for agents: chat, durable threads, persistence, human approvals, and generative UI for Angular, on LangGraph and AG-UI.
Listed TypeScript Agent Frameworks
Rank +3 2026-10-11: Rank rose 13 spots (#94 → #81)
A 305
2026-10-12
294 85.6 was 84.3 ▲1.1
=84 ▲11 sparfenyuk/mcp-proxy A bridge between Streamable HTTP and stdio MCP transports
Listed Python Protocols & Tool Integration
Rank +4 2026-10-12: Rank rose 11 spots (#97 → #86)
A 2.8k
2026-10-10
14 85.6 was 80.8 ▲10.9
=84 ▼4 boxlite-ai/boxlite The micro-VM for AI agents — light enough to embed on your laptop, elastic enough to power an agentic cloud.
Listed TypeScript Sandboxes & Runtimes
A 2.5k
2026-10-12
131 85.6 was 83.7 ▲0.2
88 ▼6 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.
Listed Python Research & Data
A 17.9k
2026-10-09
35 85.5 was 81.5 —
89 = pvliesdonk/markdown-vault-mcp Generic markdown vault MCP with hybrid search
Listed Python MCP Servers
A 34
2026-10-12
158 85.3 was 80.2 ▲1.0
=90 ▼3 ooples/token-optimizer-mcp Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
Listed JavaScript MCP Servers
A 544
2026-10-12
68 85.1 was 81.3 ▲0.3
=90 ▼3 containers/kubernetes-mcp-server Model Context Protocol (MCP) server for Kubernetes and OpenShift
Listed Go MCP Servers
Rank 2026-10-09: Rank dropped 11 spots (#78 → #89)
A 2.2k
2026-10-12
28 85.1 was 79.1 ▼0.3
92 ▼1 HKUDS/LightRAG [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Listed Python Memory & Knowledge
Rank 2026-10-10: Rank dropped 10 spots (#86 → #96)
A 40.1k
2026-10-12
252 84.9 was 85.9 ▼0.3
=93 ▼3 pipecat-ai/pipecat Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Daily and the community.
Listed Python Voice & Conversational
A 16.4k
2026-10-12
941 84.8 was 85.5 ▼0.4
=93 ▼2 firecrawl/firecrawl-mcp-server 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Listed JavaScript MCP Servers
Tool Surface Changed +2 2026-10-10: Detected tool/plugin surface changed: declared → none
A 7.6k
2026-10-12
250 84.8 was 80.5 ▼1.2
=95 ▼2 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.
Listed Python MCP Servers
A 19
2026-10-03
289 84.6 was 81.3 ▼0.1
=95 ▲4 JustinBeckwith/gongio-mcp MCP server for Gong.io - access calls, transcripts, and users
Listed TypeScript MCP Servers
A 21
2026-10-10
11 84.6 was 78.6 ▲0.7
=95 ▼2 stripe/ai One-stop shop for building AI-powered products and businesses with Stripe.
Listed TypeScript MCP Servers
A 1.9k
2026-10-12
33 84.6 was 79.9 ▼0.2
=95 ▼4 StuMason/coolify-mcp MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
Listed TypeScript MCP Servers
Rank 2026-10-11: Rank dropped 10 spots (#84 → #94)
A 612
2026-10-12
47 84.6 was 79.6 ▼1.5
99 ▼3 wandb/weave Weave is a toolkit for developing AI-powered applications, built by Weights & Biases.
Listed Python Observability & Evaluation
Rank 2026-10-07: Rank dropped 10 spots (#87 → #97)
A 1.1k
2026-10-12
70 84.5 was 86.0 ▼0.4
=100 ▲5 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.
Listed TypeScript Security & Guardrails
Rank 2026-10-07: Rank dropped 11 spots (#101 → #112)
A 116
2026-10-12
67 84.4 was 79.7 ▲0.7
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Better Godot MCP

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Dynatrace MCP

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Claude Code

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Storybook MCP Addon

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Solace Agent Mesh

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Flowise

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