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AI-powered resume parser and full Applicant Tracking System with 21 MCP tools. Parse PDFs, DOCX, TXT, Markdown, and URLs into structured JSON; extract skills, experience, and keywords; score and rank candidates; run a full ATS pipeline covering jobs, candidates, interviews, offers, notes, and analytics. 20 of 21 tools are 100% algorithmic — no API keys required. `npx -y mcp-ai-hr-management-toolkit`

W-2 event staffing for AI agents across 300+ US and Canadian markets. Brand ambassadors, registration, hospitality, setup/breakdown, ushers. Read-only data lookups for coverage, rates, lead-time guidance, and state compliance, plus an opt-in request_quote submission. No auth required. MCP server at `https://mcp.tempguru.co/mcp` and skills at [`tempguru-co/tempguru-agent-skills`](https://github.com/tempguru-co/tempguru-agent-skills).

Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-support tools. Ask "when should I do X" and get specific time windows instead of vague advice. 5 tools: daily reading, compat, best-time-for-action, today's energy, name analysis. `npm install -g @asktian/mcp-server`

A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation.

An MCP server that installs other MCP servers for you.

A comprehensive Model Context Protocol (MCP) server for Notion integration with enhanced functionality, robust error handling, production-ready feature.

MCP server for Claude to talk to ChatGPT and use its web search capability.

Yet another CLI tool for testing MCP servers

Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.

Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.

Read, create, update and delete Google Keep notes.

Control Spotify playback and manage playlists.

MCP server that can execute commands such as keyboard input and mouse movement

Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab

This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wine recommendations powered by a proprietary Wine DNA algorithm. Pair wines with meals, ingredients, or recipe URLs. Supports API key and x402 (USDC on Base) payments.

Unofficial Notion server via the private API (token_v2): full read/write across your entire workspace with no integration token and no per-page sharing.

An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.

A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.

MCP server providing date and time functions in various formats

Zero-knowledge secret vault for AI agents: use API keys, passwords, and SSH keys to run real commands (exec/rsync) with the secret injected into a single command — never returned to the model or shown in chat. Client-side AES-256-GCM, per-agent scoping, append-only audit log.

Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.

Code-Agent is your knowledge transfer (KT) assistant to understand large codebases

Agent-to-agent access to the MoveHome.org property catalogue. Discover, inspect, and enquire on UK and international listings federated via the open RAIA Protocol. Read-only search and listing retrieval are anonymous; enquiries are forwarded to the source estate agent.

Machine-payable data services for AI agents. WEB SEARCH in one call (Hacker News + GitHub + Stack Overflow + Wikipedia) for research/coding/grounding agents; ON-CHAIN RPC reads (native & token balance, gas, tx status) across Base, Ethereum, Optimism, Arbitrum, Polygon; a trading lane (pre-trade token rug-check, live DEX price/liquidity/flow, new & boosted token-launch feed) and prediction-market odds; plus unique AI-visibility/GEO brand audits, DeFi yields and token prices. 40+ endpoints, pay per call in USDC (x402, Base mainnet — Solana SPL USDC also accepted), no API keys, no signup. Verified on x402scan with real on-chain buyer history and indexed in the Coinbase x402 Bazaar.

OpenAI model implementation for the ADK-Go

A production-ready agent server built with LangGraph that implements the Agent-to-Agent (A2A) protocol

CodeNova an Ultimate Gen AI project with multiple features that helps developers to get their job ready and also ensure their to help in production level

Upload your resume → Get instant AI feedback and improvement suggestions. Powered by LangChain, FastAPI, and Gemini for smart resume analysis.

Agentic AI Learning

The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.

Trading OS for AI agents — 48 tools covering pre-trade risk gates, position sizing, portfolio analytics, regime detection, and compliance scoring. Remote SSE + Streamable HTTP transport with x402 USDC micropayments.

Google Ad Manager API integration for managing campaigns, orders, line items, creatives, and advertisers with bulk upload support.

Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.

Microsoft To Do task management via Microsoft Graph API. MSAL device code flow (no client secret needed), persisted token cache, full MCP safety annotations.

Spend less. Build more. — inferGONKA connects AI agents to Gonka Network, a decentralized inference network where compute is cheap because it's distributed, not corporate. $0.000354/1M tokens — 7,067× cheaper than GPT-4o. 3 premium open-source models: Qwen3-235B (rivals GPT-4o), Kimi K2.6 (~1T MoE, agentic reasoning), MiniMax M2.7 (1M token context). Free 100K-token trial instantly — no registration, no credit card. OpenAI-compatible: two env vars, zero code changes.

我从A2A官方克隆下来，并加以修改的A2A实战代码示例，用于初学者入门教学，大家一起来A2A吧。

Agent registration, discovery, and reliable async messaging — in one broker.

ADK Agent Build Demo for Korean developers, showcasing how to build AI agents with the ADK development kit.

autogen 中文文档

A production-grade benchmark suite using Welch's T-Tests and Cohen's D to objectively compare AI agent frameworks (LangGraph, CrewAI, AutoGen).

AutoGen Multi-agent Conversation and Recall using Memori

AutoGen Agents Creation and Testing - VibeCoded by a real developer to enable more people to do stuff using vibes.

🧪 Fixture Automatic Generator for Swift

Experimental AutoGen project where agents autonomously create, register, and collaborate across a distributed runtime. Each agent generates unique business ideas — showcasing self-replicating AI behavior, multi-agent coordination, and creative autonomy.

🔍 Analyze financial data seamlessly with the AutoGen Financial Analysis System, offering risk assessment and quantitative insights through a multi-Agent framework.

An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.

Generate visualizations from fetched data using the VegaLite format and renderer.

Update, create, delete content, content-models and assets in your Contentful Space

A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.

An MCP server to list and launch applications on MacOS

Structured deliberation server for multi-agent coordination. Agents submit positions, vote on a 5-point scale, and receive analysis identifying cruxes (key disagreements), opinion clusters, bridging statements, and consensus. Two-engine pipeline (LLM text analysis + PCA vote clustering) inspired by Polis and Talk to the City.

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

Extract and convert YouTube video information.

An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

Docker container management and operations through MCP

Manage your Anki collection with AnkiConnect & MCP

The bonded trust layer for autonomous systems. Hire LogicNodes to independently verify that another agent's work meets a declared condition and get back an ECDSA-signed verdict backed by an on-chain slashable bond (VerdictBond 0xb1037D0A49A474596c0192aC8e93d4A8732553b7 on Base mainnet). Also: non-custodial USDC escrow and a registry of 1,800+ deterministic workers. Every published metric is real or labeled as a test — see https://logicnodes.io/transparency.

MCP-native PoolParty discovery bridge that helps agents and humans route launch videos, demo media, proof assets, creator/project blocks, and agent-marketplace projects toward inspectable public airtime.

Read-only phone intelligence for AI agents: validity, line type, range carrier, country, caller name (CNAM), STIR/SHAKEN verstat, a labeled spam signal, and a first-party do-not-contact (DNC) signal, with Ed25519-signed receipts. Every field is a supplementary, low-confidence signal; the calling agent keeps every routing and dialing decision.

The verification layer for autonomous agents: a neutral, model-agnostic verdict before an irreversible action (/review — capital-scale-aware, the gate our own live Bitcoin bot passes on every entry), a signed proof after (/prove), and a public, Nostr- and Bitcoin-anchored, on-chain-outcome-linked track record (/ledger) you can verify against our published key WITHOUT trusting us. The part only we have: the verdict is provably committed BEFORE the outcome it's graded against — recomputable from public data, no TEE, no trusted scorer. Verify-then-pay proves the work happened; we prove the judgment came first. The independent guardian agent. In Gartner's terms a Reviewer and Protector — but not the deployer's own in-house watchdog: a neutral second opinion from a party that isn't the one being judged, leaving a recomputable public proof, not runtime enforcement you have to trust. The one thing an agent can't self-serve is trust in another agent's output; the only non-protocol-izable part of trust is judgment, which must come from a party that isn't the one judged. The buyer is whoever is on the hook for an agent's mistakes. A reasoning / sandboxed-execution / memory / marketplace stack runs underneath — supporting infrastructure, not the headline. Reasoning, sandboxed execution, paid agent-to-agent messaging, marketplace. Built and used daily by our own agent fleet, who pay each other in sats. Free reg; pay per call in Lightning, USDC (x402), or card.

Open-Source AI-powered web browser. Browse the web with your own LLM API key. Alternative to Dia / Comet.

Demos and starter code for building agentic finance apps with Crossmint

Cross-vendor agent-to-agent protocol — Claude, Codex, and Gemini communicate via file-based P2P messaging.

Started out as Dynamic Function Calling for OAI. Upon reviewing a research paper released (LATM) This is/has become a implementation of such system using: OpenAI and Autogen

Probably one of the lightest native RAG + Agent apps out there，experience the power of Agent-powered models and Agent-driven knowledge bases in one click, without complex configuration.

💸Agent-based stock analysis and investment strategy 🔷Microsoft Agent Framework vs.🎰AutoGen

🤖 基于AutoGen的AI辩论系统 | 🗣️ 支持中文交互 | 🔄 多智能体协作 | 📝 自动记录辩论过程 🤖 AI Debate System based on AutoGen | 🗣️ Chinese Interaction | 🔄 Multi-Agent Collaboration | 📝 Auto Debate Recording

An Agentic AI Research Playground for building AI Agents and Mult-Agent systems leveraging open-source models, libraries, and frameworks. Models used to run agents locally on Nvidia RTX A2000 GPU - 8GB VRAM include the quantized Ollama models: llama3.1:8b-instruct-q8_0, llama3.1:8b_q8_0, qwen2.5:7b-instruct-q8_0, and qwen2.5-coder:7b-instruct-q8_0.

93-tool Spotify server with smart shuffle, natural language song search, vibe analysis, artist network mapping, taste evolution, and playlist power tools. Works after Spotify's Feb 2026 API changes.

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

AI-powered Kanban TUI and MCP server for autonomous development workflows. Orchestrates 14 coding agents across task tracking, isolated git worktrees, review, and merge.

interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

Tool suite built around an MCP server for Android automation for developer workflow and testing

Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives with smart retrieval, caching, and comprehensive API.

Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io)

An MCP server for accessing Vectara's trusted RAG-as-a-service platform.

Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, Reddit, and TikTok through one endpoint. 21 tools for web search, e-commerce, product data, social media, and video platforms. Free tier included.

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.

Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking.

Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search.

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.

MCP server that searches Baseline status using Web Platform API

AI-powered scam and threat verification MCP server. Check phone numbers, URLs, text messages, emails, documents, and QR codes against 8M+ threat intelligence records (FTC/FCC complaints, carrier analysis, URLhaus, ThreatFox). Returns risk scores, verdicts, and detailed signals. 10 tools, OAuth 2.1 + API key auth, Streamable HTTP transport.

AI platform for short-form video creators (TikTok, Instagram Reels, YouTube Shorts, Facebook Reels). Three tools — viral TikTok trend search across 20+ countries, service info, and use-case scenarios for video analysis, competitor research, and content strategy. Install: `npx -y clipwise-mcp-server`. Free plan at tryclipwise.com.

Live sports betting odds, cross-book +EV, and graded prop resolution (every Over/Under settled against real box scores) across 13 sportsbooks for MLB, NBA, NHL, NFL, soccer, and UFC. the-odds-api compatible; free tier, no card.

Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.

Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server.

AI-powered commerce MCP server with 22 tools: shopping cart (TMF663), orders (TMF622), shipment tracking (TMF621), session booking, Uniswap swaps, P2P marketplace, promo pickup, and cryptographic identity (SLH-DSA/ECDSA). No passwords — your wallet IS your account.

A2A intelligence endpoint for IT hardware parts. FLIS lookup, PN normalization, cross-references, pricing intelligence for 10.9M+ parts.

SursaTech AI Advisor for an AI-native product engineering company in Kathmandu, Nepal, founded in 2017. Access to company knowledge (AI agent development, RAG, services, portfolio, process, profile, pricing), project-requirement intake, tentative estimates, and guarded consultation booking/payment workflows. Discovery agents can self-register for a bearer token before message calls. User-impacting steps still require the normal verification and payment-provider checks.

Repo migrated to a2a-community ogranization https://github.com/a2a-community/a2a-ui

Multi-agent solution on Azure Container Apps with Google Agent2Agent

A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

A Question Answering(Q/A) Chatbot on Insurance Documents. Powered by Retrieval Augmented Generation(RAG), LlamaIndex and LangChain. Inspired from my Upgrad_IIITB PG Course.

A flask-based app using OpenAI API , Langchain and SQLAlchemy to query a SQL-based database from natural language.

DaveLovable The Most Advanced Open-Source AI Web Development Platform Build React applications at lightning speed with AI-powered multi-agent orchestration

cwautomacros as submodule