Need
AI agents hallucinate package names. need gives them a verified index of 10,000+ CLI tools ā semantic search across brew, npm, pip, apt, and cargo with aā¦
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DeFi Signal API
Real-time DeFi intelligence for AI agents. Pay-per-request via x402/USDC on Base L2. 6 tools covering yield rates, funding rates, whale tracking, token pricesā¦
Brackoracle
Runtime security oracle for AI agents ā scan prompts, tool calls, and outputs before execution. Pay-per-call via x402/USDC, no accounts needed.
Xaip
Give AI agents a persistent on-chain identity on the XRP Ledger. Create DIDs, issue verifiable credentials, build reputation scores, run escrow transactionsā¦
Riskscore
Security awareness for AI agents ā so your agent knows what's dangerous before it acts. Powered by CVE, NVD, CISA KEV, and OSV.dev vulnerability data with 196ā¦
Agent Smith
Agent Smith is a CLI tool that auto-generates an AGENTS.md file from your codebase. AGENTS.md is an open standard for giving AI coding assistants context aboutā¦
coldstart
Codebase memory for coding agents, with no embeddings and no API key. A deterministic AST index answers "which files are relevant to this task?" inā¦
Cache Overflow
knowledge network for AI coding agents. Developers connect their agents to a shared pool of verified solutions ā saving tokens, reducing debugging time, andā¦
Building a Remote MCP Server on Cloudflare (Without Auth)
# Building a Remote MCP Server on Cloudflare (Without Auth) This example allows you to deploy a remote MCP server that doesn't require authentication onā¦
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Pythonā¦
š¤ OpenAPI MCP Server
CLI tool to create an MCP server exposing services from an OpenAPI specification
Blockbench MCP
Blockbench MCP is a plugin and Model Context Protocol (MCP) server that connects AI assistants (like Claude, Cline, or Ollama) to the Blockbench 3D modelingā¦
MCP Plugin for ElizaOS
ElizaOS plugin allowing agents to connect to MCP servers
Langfuse MCP (Model Context Protocol)
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Weather Bridge MCP
A Spring Boot implementation of the Model Context Protocol (MCP) that enables AI agents like GitHub Copilot to access weather data. Demonstrates building aā¦
Open Source MCP CLient Library
<picture> <img alt="" src="./static/image.jpg" width="full"> </picture> <h1 align="center">Open Source MCP CLient Library </h1>ā¦
Unified MCP Client Library for Elixir
š Mcpixir is the open source way to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or applicationā¦
š§ MCP Code Assistant
MCP-Based AI Code Analysis Tool: Enables LLM agents to interact with, analyze, and debug codebases via structured MCP tool calls ā scanning project structureā¦
Orchestkit Docs MCP
OrchestKit Docs MCP ā read-only MCP server for the OrchestKit Claude Code plugin docs: full-text search + Markdown page fetch. Streamable-HTTP, no auth, no APIā¦
Apple RAG MCP
Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensiveā¦
Generic MCP Server
A sample Model Context Protocol (MCP) server for movie database interactions. Built with TypeScript, Express, and the MCP SDK, it enables AI agents to searchā¦
Gpu Bridge Mcp Server
Access 47 AI models and 30 services via MCP. LLM, image gen, video, speech, embeddings, reranking, PDF parsing & more. Pay-per-use with x402 (USDC) or API key.
LivePort MCP
Give AI agents access to your localhost dev server. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitialā¦
MCP Server & Client - Azure Samples
This repo contains a remote MCP server implemented as a containerapp in Azure