A server to build a knowledge base of Node.js packages with RAG search functionality

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A server to build a knowledge base of Node.js packages with RAG search functionality

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Why this server?
This server suggests the latest stable package versions when writing code, which aligns with building a knowledge base of node packages.
https://github.com/sammcj/mcp-package-version
sammcj
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security
A
license
A
quality
Suggests the latest stable package versions when writing code.
Last updated -
9
311
86
Go
MIT License
Why this server?
This server helps in retrieving and processing documentation via vector search, a form of RAG.
mcp-ragdocs
hannesrudolph
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security
A
license
A
quality
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
Last updated -
7
62
81
TypeScript
MIT License
Why this server?
Similar to the above, this server is specific for RAG and documentation retrieval
RAG Documentation MCP Server
jumasheff
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security
A
license
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quality
Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
Last updated -
62
TypeScript
MIT License
Why this server?
Focused on RAG with semantic vector search for documentation.
RAG Documentation MCP Server
rahulretnan
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security
F
license
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quality
Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
Last updated -
62
13
TypeScript
Why this server?
This option uses a vector database and allows for addition of documentation from URLs/local files for RAG.
MCP-Ragdocs
qpd-v
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security
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license
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quality
A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
Last updated -
14
74
JavaScript
Apache 2.0
Why this server?
Focuses on documentation retrieval and processing, and generating embeddings using ollama/OpenAI.
@sanderkooger/mcp-server-ragdocs
sanderkooger
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security
A
license
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quality
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. Uses Ollama or OpenAI to generate embeddings. Docker files included
Last updated -
19
14
TypeScript
MIT License
Why this server?
This is designed to fetch structured documentation for packages which is what the user is looking for
MCP Package Docs Server
sammcj
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security
A
license
A
quality
Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
Last updated -
11
76
60
TypeScript
MIT License
Why this server?
Facilitates agentic RAG and Hybrid search.
mcp-lancedb
adiom-data
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security
A
license
-
quality
A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.
Last updated -
12
31
TypeScript
MIT License
Why this server?
Can be used to extract context from git repositories for RAG purposes
mcp-github
MissionSquad
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security
A
license
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quality
Anthropic's github MCP server, but better. Support for more endpoints. Including releases and tags, pull request reviews, statuses, rate limit, gists, projects, packages, and even pull request diffs. Indented to be used with MissionSquad's MCP API for secret management (aka your access token).
Last updated -
426
1
TypeScript
MIT License