"Notes or documentation related to 'rag'" matching MCP servers:

Documentation Fetcher & RAG
RAG Systems Documentation Access Search
mikkelkrogsholm
F
license
-
quality
C
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
MCP Notes
Note Taking Knowledge & Memory Hybrid
mikeysrecipes
A
license
A
quality
C
maintenance
A personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.
Last updated 2025-05-18
9
13
MIT
MCP Notes
Knowledge & Memory Note Taking RAG Systems
markacianfrani
A
license
A
quality
C
maintenance
A personal knowledge management system that transforms daily notes into organized, searchable knowledge using the Model Context Protocol.
Last updated 2025-05-24
9
13
6
MIT
MCP Notes Server
Note Taking Text Summarization Hybrid
truaxki
A
license
B
quality
C
maintenance
An MCP server for managing and persisting notes, offering CRUD operations, note summarization, and resource-based access via a note:// URI scheme.
Last updated 2025-01-31
4
7
MIT
Markdown RAG Documentation
RAG Systems Documentation Access Search
andnp
A
license
-
quality
C
maintenance
Enables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.
Last updated 2026-04-16
2
MIT
Notes MCP
Note Taking OS Automation Local
krasun
A
license
-
quality
C
maintenance
An MCP server that enables AI assistants like Claude to access and manipulate Apple Notes on macOS, allowing for retrieving, creating, and managing notes through natural language interactions.
Last updated 2025-05-22
80
MIT
veyra-notes
Note Taking Knowledge & Memory Developer Tools
Aquariosan
A
license
-
quality
C
maintenance
Note-taking MCP server for AI agents with tags and full-text search. Reads are free, writes require Veyra commit mode.
Last updated 2026-04-15
7
MIT
MCP Apple Notes
RAG Systems Note Taking Agent Orchestration
Tom-Semple
A
license
-
quality
C
maintenance
A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.
Last updated 2025-03-03
157
9
MIT
MCP Apple Notes
Note Taking RAG Systems Search
gsarti
F
license
-
quality
-
maintenance
Enables AI assistants like Claude to search and reference your Apple Notes using semantic search and RAG capabilities, with fully local execution and no API keys required.
Last updated 2026-01-09
157
Notes MCP Server
File Systems Note Taking Local
nathannj
F
license
-
quality
C
maintenance
Manages markdown notes in a specified directory, allowing users to create, read, update, and list notes through the Model Context Protocol.
Last updated 2025-03-25
1
mcp-apple-notes
RAG Systems Note Taking Knowledge & Memory
RafalWilinski
F
license
-
quality
D
maintenance
Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
Last updated 2024-12-17
157
382
bear-notes-mcp
Knowledge & Memory Note Taking Workplace & Productivity
vasylenko
A
license
A
quality
A
maintenance
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
Last updated 2026-05-03
4
12
334
188
OpenTelemetry Documentation
Documentation Access Developer Tools Hybrid
ryu1maniwa
A
license
A
quality
C
maintenance
Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
Last updated 2025-08-13
2
3
Apache 2.0
RAG Documentation MCP Server
RAG Systems Documentation Access Vector Databases
jumasheff
A
license
A
quality
C
maintenance
Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
Last updated 2025-03-16
7
12
1
MIT
MCP Spark Documentation Server
Documentation Access Search Developer Tools
martoc
A
license
A
quality
B
maintenance
Provides full-text search and retrieval tools for Apache Spark documentation using SQLite FTS5 with BM25 ranking. It enables AI assistants to efficiently search, filter by section, and read specific Spark documentation pages.
Last updated 2026-04-30
2
MIT
Local RAG
Knowledge & Memory RAG Systems Vector Databases
shinpr
A
license
A
quality
-
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 2026-04-23
6
2,100
233
mcp-apple-notes
Note Taking Search Local
Dan8Oren
A
license
A
quality
-
maintenance
MCP server for Apple Notes with semantic search (on-device embeddings via all-MiniLM-L6-v2), full-text search, complete CRUD operations, folder management, and fuzzy title matching. 10 tools. Runs fully locally on macOS — no API keys required.
Last updated 2026-04-27
4
10
42
3
mcp-local-rag
RAG Systems Search Web Scraping
nkapila6
A
license
A
quality
B
maintenance
"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
Last updated 2026-05-04
5
122
Python
MIT
Apple Notes MCP Server
App Automation Note Taking Hybrid
ailenshen
A
license
A
quality
B
maintenance
Reading and writing Apple Notes with native Markdown conversion
Last updated 2026-04-29
8
6
22
5
MCP RAG
RAG Systems Vector Databases Knowledge & Memory
kalicyh
F
license
A
quality
B
maintenance
Intelligent knowledge base system that enables users to process documents in 25+ formats, perform semantic search and Q\&A through vector retrieval. Supports multiple AI models including OpenAI and DouBao with local processing capabilities.
Last updated 2026-03-27
10
5