GenSpec MCP Server
Converts a USER-STORIES.md file into README, ROADMAP, and SYSTEM-ARCHITECTURE documents for the GenSpec workflow.
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PubFi MCP
Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.
Spring Docs
Spring Docs is an MCP server that provides 12 tools for searching, exploring, and interacting with the Spring ecosystem documentation, guides, tutorials, and…
Memory Context Manager_v2
🧠 Deep Project Analysis: Memory Context Manager v2
MCP Server: Memory
# MCP Server: Memory [](https://www.npmjs.com/package/mcp-server-memory) [
Bastra Recall
Persistent memory for any AI assistant — Claude, ChatGPT, Cursor — backed by your local Obsidian vault. One daemon, all your tools.
notes-mcp-server
# notes-mcp-server A Model Context Protocol (MCP) server which provides AI assistants with a secure and structured way to CRUD simple notes. The notes are…
AWS Amplify Gen 2 Documentation MCP Server
This MCP server provides tools to access AWS Amplify Gen 2 documentation and search for content. (not official)
Graph Memory RAG MCP Server
A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities
Mcp Memory Gateway
MCP Memory Gateway is a pre-action gate engine for AI coding agents. Unlike memory servers that store and retrieve context (Mem0, Zep), this server enforces…
Keycloak Documentation
MCP sever for fetching latest Keyclaok documentation in LLM friendly format
Mimirs
Persistent project memory for AI coding agents. Hybrid vector + BM25 search with AST-aware chunking (24 languages), dependency graph boosting, conversation…
Contextforge
Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that
SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add…
MonkDB MCP Server
An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜
Sequential Thinking
Sequential Thinking is an MCP server that provides a tool for dynamic and reflective problem-solving through a structured, step-by-step thinking process. It is…
AWS MCP Servers
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
PLUR
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them…
eShopLite
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
Zettelkasten MCP Server
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize…
🧠 Ultimate MCP Server
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and…
THE PROJECT IS MOVED
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
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…