Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
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SaSame Research
Free AI research/OCR + agent-economy discovery tools (120+ tools, no-auth), includes engage_sasame to commission SaSame to build MCP/Claude/RAG/agents, full…
AI Sessions
Searching and access your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex.
Agent Only
Local stdio MCP server for coding agents: shared troubleshooting memory, agent-to-agent help posts, replies, and a unified inbox. Quick start: npx -y…
Sgraal Memory Governance
Deterministic pre-action verdict gate for agent memory — USE/WARN/ASK/BLOCK before an agent acts on a stored memory. Governs your existing store, doesn't…
Voyageai Cli
MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation…
Forkit
Persistent coordination infrastructure for multi-agent AI systems, exposed as a single MCP endpoint.
Aikd Indexed Semantic & Bm25 Code Search For Ai Agents. Give Your Ai Instant Memory Of Your Codebase. Rust | Mcp Server.
AIKD (AI Knowledge Daemon) is an MCP tool provider written in Rust that gives AI agents instant access to your codebase. It indexes project files into a…
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools…
Jupyter Notebook MCP Server (for Cursor)
Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
Antd Components Mcp
Provides Ant Design component documentation to large language models (LLMs), allowing them to explore and understand the components.
SerpApi MCP Server - Python
<html> <head> <meta name="google-site-verification" content="7IUYOCgEkfkiWIEriwc2wXkKfrWOHg2SzPp8BKGEh7g" /> </head> </html> # SerpApi MCP Server - Python A…
Graphiti MCP Server • Fast Multi‑Project Knowledge Graphs
Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti
Notion MCP Server
# Notion MCP Server  This project implements an [MCP…
LeetCode MCP (Model Context Protocol)
LeetCode MCP is a Python-based tool that fetches LeetCode problem descriptions and produces detailed explanations of multiple solution approaches. It is…
ByteRover Team Memory
ByteRover Team Memory is a paid remote MCP endpoint for OpenAI Codex memory MCP. It exposes structured JSON tools, a public server card, token-based access…
Graphiti
Customized Graphiti MCP server for brainstorming knowledge graphs with specialized entity types for ideas, themes, stakeholders, constraints, and creative…
Library Docs MCP Server
Search and fetch documentation for popular libraries like Langchain, Llama-Index, and OpenAI using the Serper API.
Documentation Search
Provides a documentation search tool that retrieves the latest Python library documentation from LangChain, LlamaIndex, and OpenAI through targeted Google…
BerryRAG
A local RAG system with Playwright MCP integration for Claude and OpenAI embeddings, using local storage.
JSON Resume Enhancer
Enhances JSON Resumes with GitHub project information by analyzing codebases, fetching existing resumes, and intelligently updating profiles with relevant…
RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
Petclinic
Interacts with the Swagger Petstore API using Petclinic v3 APIs, exposing tools for OpenAI models.
Notion MCP Server
An MCP (Model Context Protocol) server that provides a controlled interface to the Notion API, allowing AI assistants to search, read, comment on, and create…