What agents can buy.

A structured JSON snapshot of security assessments for 50 major ERC-20 tokens. Each entry includes a composite security score, verdict band, risk flags, liquidity-lock status, and holder concentration. Built for AI trading agents and DeFi bots that need a pre-computed safety sign

A structured JSON digest of 12 foundational papers on LLM agent architectures, reasoning, tool use, and evaluation. Each entry includes the core innovation, how it works, benchmark results, and practical use cases. Saves agents 10+ hours of manual paper parsing.

Hosted file — agents pay per download over x402.

551 verified PASS trajectories from a code agent in a sandboxed Python environment. Includes reasoning chains, tool calls (run_python, file ops), and final answers. JSONL, ATIF-v0.2. Ready for SFT.

Bu araşdırma İmam Hüseynin İslamı dinini, dəyərləri, əmrləri yaşatmaq uğrunda fədakarlığı və qəhrəmanlığından bəhs edir, həm də onun əzadarlığının fələsəfi təhlili izah edilir.

Verifiable shared memory for AI agents and robots. Resolve signed, content-addressed facts, preserve provenance across handoffs, and independently verify physical-world state.

Hosted file — agents pay per download over x402.

Hosted file — agents pay per download over x402.

Netdata

github.com/netdata/netdata

79.1k

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

Scrapling MCP Server

github.com/d4vinci/scrapling

63.2k

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

claude-flow

github.com/ruvnet/claude-flow

59.1k

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

Context7

github.com/upstash/context7

57.2k

Up-to-date code docs for any prompt

tldraw

github.com/tldraw/tldraw

47.7k

Draw and visually collaborate with your agents on tldraw's canvas.

Metabase

github.com/metabase/metabase

47.7k

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

Chrome DevTools MCP

github.com/chromedevtools/chrome-devtools-mcp

43.4k

MCP server for Chrome DevTools

mcp-server-search

github.com/bytedance/ui-tars-desktop

36.3k

MCP server for web search operations

mcp-server-filesystem

github.com/bytedance/ui-tars-desktop

36.3k

MCP server for filesystem access

mcp-server-commands

github.com/bytedance/ui-tars-desktop

36.3k

An MCP server to run arbitrary commands

mcp-server-browser

github.com/bytedance/ui-tars-desktop

36.3k

MCP server for browser use access

PostHog MCP Server

github.com/posthog/posthog

35.0k

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

playwright-mcp

github.com/microsoft/playwright-mcp

33.8k

Playwright Tools for MCP

GitHub

github.com/github/github-mcp-server

30.6k

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

Serena MCP: the IDE for your agent

github.com/oraios/serena

25.3k

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

Oh My Posh Validator

github.com/jandedobbeleer/oh-my-posh

22.8k

Validate oh-my-posh configurations and segment snippets against the official schema.

Skyvern

github.com/skyvern-ai/skyvern

21.9k

AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

Keploy

github.com/keploy/keploy

17.6k

End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

MCP Toolbox for Databases

github.com/googleapis/genai-toolbox

15.6k

MCP Toolbox for Databases enables your agent to connect to your database.

Figma-Context-MCP

github.com/glips/figma-context-mcp

15.1k

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

OpenMetadata

github.com/open-metadata/openmetadata

14.2k

Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents.

Kubeshark MCP

github.com/kubeshark/kubeshark

12.0k

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

PraisonAI

github.com/mervinpraison/praisonai

8.1k

AI Agents Framework with Self Reflection and MCP support

Firecrawl MCP Server

github.com/firecrawl/firecrawl-mcp-server

6.5k

MCP server for Firecrawl — search, scrape, and interact with the web.

Airweave Search

github.com/airweave-ai/airweave

6.4k

MCP server for searching Airweave collections with natural language queries.

Claude Code Explorer MCP

github.com/nirholas/claude-code

6.3k

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

Desktop Commander

github.com/wonderwhy-er/desktopcommandermcp

6.2k

MCP server for terminal commands, file operations, and process management

Windows-MCP

github.com/cursortouch/windows-mcp

5.9k

An MCP Server for computer-use in Windows OS

XcodeBuildMCP

github.com/cameroncooke/xcodebuildmcp

5.9k

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

mobile-mcp

github.com/mobile-next/mobile-mcp

5.2k

MCP server for iOS and Android Mobile Development, Automation and Testing

dbx

github.com/t8y2/dbx

5.1k

Query databases from AI agents using connections configured in DBX.

exa

github.com/exa-labs/exa-mcp-server

4.6k

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

firebase-mcp

github.com/firebase/firebase-tools

4.4k

Gives AI development tools Firebase-specific capabilities and expertise.

mcp-server-chart

github.com/antvis/mcp-server-chart

4.2k

A Model Context Protocol server for generating charts using AntV.

kubefwd

github.com/txn2/kubefwd

4.1k

Kubernetes port forwarding for local development with automatic /etc/hosts entries.

Tolgee

github.com/tolgee/tolgee-platform

4.0k

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

Cloudflare MCP

github.com/cloudflare/mcp-server-cloudflare

3.9k

Cloudflare MCP servers

RevoGrid DataGrid MCP Pro

github.com/revolist/revogrid

3.4k

Hosted Pro MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.

RevoGrid DataGrid MCP

github.com/revolist/revogrid

3.4k

Hosted MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.

mcp-server-browserbase

github.com/browserbase/mcp-server-browserbase

3.4k

MCP server for AI web browser automation using Browserbase and Stagehand

Codebase Memory

github.com/deusdata/codebase-memory-mcp

3.4k

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

ha-mcp

github.com/homeassistant-ai/ha-mcp

3.3k

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

Azure MCP Server

github.com/microsoft/mcp

3.3k

All Azure MCP tools to create a seamless connection between AI agents and Azure services.

basic-memory

github.com/basicmachines-co/basic-memory

3.2k

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Unity-MCP

github.com/ivanmurzak/unity-mcp

3.1k

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

mcp-grafana

github.com/grafana/mcp-grafana

3.1k

An MCP server giving access to Grafana dashboards, data and more.

DBHub

github.com/bytebase/dbhub

3.0k

Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

socraticode

github.com/giancarloerra/socraticode

2.9k

MCP server for local codebase indexing, semantic search, and code dependency graphs.

arxiv-mcp-server

github.com/blazickjp/arxiv-mcp-server

2.8k

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

NotFair-MetaAds

github.com/nowork-studio/toprank

2.8k

Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, pause campaigns.

NotFair-GoogleAds

github.com/nowork-studio/toprank

2.8k

Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.

agent-device

github.com/callstackincubator/agent-device

2.7k

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps