Multi-Agent Task Assistant with A2A & MCP-inspired Architecture
Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external…
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MCP-Server-For-LLM
Model Context Protocol Servers written in different languages by me to use along with Claude, Cursor, and other apps
BetterMCPFileServer
BetterMCPFileServer is a reimagined Model Context Protocol (MCP) server for filesystem access that introduces privacy-preserving path aliases and an optimized…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
Sylex Search
Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP…
What is MCP?
A simple mcp server demonstrating resources, tools, and prompts
Costwright Mcp
Static worst-case token-budget analysis of LLM-agent workflows
Abis Mcp Server
Real-time AI behavioral drift monitoring. 37 tools tracking 11 LLM models with 9-score scorecards, silent version change detection, immune threat assessment…
Agent Tools Mcp
Discover agent-callable resources by intent — x402 paid services, MCP servers and A2A agents — via the agent-tools.cloud directory. 9 tools…
MCP-Ollama Client
Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json
UniversalBench: run code, web, databases, and any LLM from your AI, safely
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in…
mcp-rust-agent
A Rust-based implementation of an MCP server and client, demonstrating integration of various tools for LLM assistance.
mcpx-py
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
🧠 Model Context Protocol (MCP)
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
Anyrun
anyrun is a Docker sandbox execution engine for AI Agents. It provides secure, isolated code execution with full observability — automatically collecting…
🧠 Ultimate MCP Server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and…
MindBridge MCP Server ⚡ The AI Router for Big Brain Moves
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API…
AdsPower LocalAPI MCP Server Python
It is a Model Context Protocol server that interfaces with the AdsPower browser LocalAPI. It enables LLMs to start browsers, create browsers, and update…
Model Context Protocol Server for NebulaGraph
The Model Context Protocol Server for NebulaGraph is an MCP server that provides LLM tooling systems with seamless access to NebulaGraph 3.x. It enables graph…
Elsas Security Intelligence
Daily, Ed25519-signed security intelligence for AI-agent stacks: CVEs, supply-chain incidents and advisories (GHSA/CISA-KEV/OSV/NVD + national-CERT) assessed…
BurpMCP
Burp Suite Extension with MCP Server to enhance manual application security testing
Neo4j MCP Chainlit
A poc of Neo4j mcp server with Chainlit (MCP host) and Claude LLM (Anthropic) API
Zenodo MCP
Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)
emojikey-server MCP Server
This server implements the Model Context Protocol for persisting LLM interaction styles as emoji-based context keys (“emojikeys”). It allows large language…