RAG-MCP Pipeline Research
A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.
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Mcp Client Typescript
The MCP Docs Server is a Node.js implementation of a Model Context Protocol (MCP) server that provides a powerful tool to search and retrieve up-to-date…
IaC Memory MCP Server
This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python.
PinRAG
PinRAG is a retrieval-augmented generation (RAG) MCP server built with LangChain and Chroma. Index PDFs, plain text, Discord exports, YouTube transcripts, and…
Docs MCP Server
A simple MCP server to search for documentation
Documentation MCP Server with Python SDK
# Documentation MCP Server with Python SDK ## Prerequisites - `uv` package manager, (optional but **highly recommended**) - claude desktop or cursor (…
Docsie
Docsie MCP brings your documentation workflow directly into Claude. Create, edit, and publish docs without leaving your AI assistant. Convert videos into…
Tela
Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic…
Syncpen
A markdown knowledge base your AI reads, writes, and organizes — a memory in plain files you can actually open and correct (not an opaque vector store), with…
IDA Pro MCP Documentation and Utilities
Ida documentation reader (sort-of) mcp server
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
Keycloak Documentation
MCP sever for fetching latest Keyclaok documentation in LLM friendly format
MCP Documentation Project
The MCP Documentation Project contains the documentation for the Multi-agent Control Platform (MCP). It provides a GitHub Actions workflow for automatic…
Design System MCP Server
A proof-of-concept for publish design system guidance and code snippets as an MCP server for usage with LLMs
Fermatmcp
This project provides a FastMCP server for mathematical computations, including numerical and symbolic calculations, as well as plotting.
Mimirs
Persistent project memory for AI coding agents. Hybrid vector + BM25 search with AST-aware chunking (24 languages), dependency graph boosting, conversation…
Go Docs Mcp
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart caching.
Memory Arbiter Mcp
Share one memory store across all your AI coding tools. Memory Arbiter is a lightweight, fully local MCP Server with built-in dual-timeline conflict…
Contrastapi — Security Intelligence
Security intelligence API for AI models. CVE lookup with EPSS/KEV enrichment, domain reconnaissance (DNS, WHOIS, SSL, subdomains, WAF detection), and code…
Skills Mcp
A semantic skills registry over MCP that teaches AI agents how to do things correctly using curated expert skills that agents discover and load at the moment…
MCP-of-MCPS
MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema…
PandaDoc
Create, send, e-sign, and track PandaDoc documents from any AI client — search templates, create from templates, send for signature, and check status via OAuth.
Atlassian Confluence Data Center MCP Server (Go)
A Go implementation of the Model Context Protocol (MCP) server for Atlassian Confluence Data Center
🐝 Swarms MCP Documentation Server
MCP server to connect AI agents to any github corpa