"Local RAG system for providing documentation to a large language model (LLM)" matching MCP servers:

local-Rag
RAG Systems Search
zongzi-zongzhi
A
license
A
quality
C
maintenance
A local-first document retrieval MCP server that enables AI coding tools like Codex to search private local documents via semantic search and keyword boost, supporting ingestion of PDF, DOCX, TXT, Markdown, and HTML files.
Last updated 2026-06-14
7
MIT
Local RAG
Knowledge & Memory RAG Systems Vector Databases
shinpr
A
license
A
quality
B
maintenance
Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.
Last updated 2026-06-20
7
1,877
321
MIT
mcp-local-rag
RAG Systems Search Web Scraping
nkapila6
A
license
A
quality
A
maintenance
"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
Last updated 2026-06-10
5
126
Python
MIT
text-to-model
App Automation Developer Tools Software Architecture
mikan-atomoki
A
license
B
quality
D
maintenance
Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.
Last updated 2026-03-16
65
2
MIT
local-rag-core
RAG Systems Knowledge & Memory
linkwut-create
A
license
-
quality
A
maintenance
A headless local knowledge library and RAG substrate that enables LLM clients to search, retrieve chunks, and list documentation packs through read-only MCP tools.
Last updated 2026-06-21
MIT
mcp-local-llm
AI & Machine Learning Text Summarization
aplaceforallmystuff
A
license
-
quality
C
maintenance
MCP server that lets Claude Code delegate mechanical tasks to a local LLM for summarization, classification, extraction, and drafting.
Last updated 2026-06-04
10
6
MIT
local-RAG-backend
RAG Systems Vector Databases Knowledge & Memory
suwa-sh
A
license
-
quality
D
maintenance
A Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.
Last updated 2025-07-25
1
MIT
mcp-rag-local
RAG Systems Knowledge & Memory Vector Databases
renl
A
license
-
quality
F
maintenance
Enables storing and retrieving text passages based on semantic meaning using local embeddings (Ollama) and vector storage (ChromaDB), allowing conversational memorization and retrieval of information.
Last updated 2025-06-05
18
MIT
Local LLM MCP Server
Autonomous Agents Code Analysis Developer Tools
georgepok
A
license
-
quality
B
maintenance
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to perform reasoning and analysis tasks while keeping sensitive data private. It features a suite of tools for local code review, privacy scanning, and content transformation using auto-discovered local models.
Last updated 2026-05-01
MIT
MCP Local LLM Server
iagomussel
-
license
-
quality
-
maintenance
Processes large files, error logs, and codebase searches locally via Ollama to reduce token consumption in Cursor by up to 80%.
Last updated 2026-04-16
2
MCP Server For Local
Search Weather Services Image & Video Processing
Dreamboat-Rachel
A
license
C
quality
F
maintenance
A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
Last updated 2025-04-09
1
14
Apache 2.0
Documentation Fetcher & RAG
RAG Systems Documentation Access Search
mikkelkrogsholm
F
license
-
quality
D
maintenance
Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.
Last updated 2025-12-25
local-llm-delegation-mcp
mrrodriguez
-
license
-
quality
C
maintenance
Optimizes token costs by intelligently delegating low-complexity tasks to local LLMs via LiteLLM, enabling cost-effective development workflows.
Last updated 2026-05-16
Local LLM MCP Tool
Marcel-MSC
-
license
-
quality
-
maintenance
A local MCP server that runs Llama models entirely on your machine. No API keys, no cloud costs, 100% private and offline-capable.
Last updated 2026-04-17
RAG In A Box MCP Server
RAG Systems Search
DevNexsler
F
license
-
quality
B
maintenance
Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
Last updated 2026-06-20
4
local-document-rag-agent
RAG Systems Vector Databases Search
iupulk
F
license
-
quality
C
maintenance
MCP server enabling Claude Desktop to answer questions from local Word and PDF documents by searching a vector index built from their contents.
Last updated 2026-06-21
local-rag-mcp-server
RAG Systems Vector Databases Knowledge & Memory
n-irei
F
license
-
quality
D
maintenance
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and query PDF, text, and Markdown documents. It allows users to manage local knowledge bases and perform semantic searches with AI-generated responses.
Last updated 2026-03-23
Egnyte Large File Manager
Cloud Storage File Systems
hschickdevs
A
license
A
quality
C
maintenance
Enables downloading real binary files from Egnyte and uploading large files with chunked support, complementing the official Egnyte MCP connector.
Last updated 2026-06-18
5
Apache 2.0
Large File MCP Server
File Systems Developer Tools Code Analysis
willianpinho
A
license
A
quality
C
maintenance
Enables intelligent handling of large files through smart chunking, search with regex support, line navigation, and streaming capabilities without loading entire files into memory.
Last updated 2026-06-12
6
300
15
MIT
language-server-mcp
Code Analysis Developer Tools Autonomous Agents
alexwohletz
A
license
B
quality
D
maintenance
TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.
Last updated 2025-11-26
3
47
26
MIT