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Kontxt MCP Server

Codebase indexing MCP server

🧠 Advanced MCP Server Setup with

Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE

mcp-server-indexnow

A Model Context Protocol (MCP) server allowing URL indexing requests via the IndexNow protocol. This server acts as a bridge, enabling MCP-compatible clients (like IDEs or AI assistants) to submit URL

📬 mcp-index

CLI tool to index MCP Servers to mcprepository.com

Fetch MCP Server

fetch urls from webpage using playwright , sse mcp server & nodejs expressjs

Discover Exceptional MCP Servers

mcp server index for souls

Code Index MCP

Elasticsearch MCP Server

Elasticsearch MCP server with available features including mappings management, search and indexing, and index management etc.

Local Scanner MCP Server

MCP server for scanning local code and localhost URLs

fetch-mcp

An MCP server for fetching URLs / Youtube video transcript.

VectorCode

A code repository indexing tool to supercharge your LLM experience.

Obsidian Index Service

A service that monitors an Obsidian vault for file changes (new, modified, or deleted Markdown files) and indexes each note’s metadata and content into an SQLite database, exposing it for e.g. an MCP-

Local Code Indexing for Cursor

ChromaDB-powered local indexing support for Cursor, exposed as an MCP server

Code Index MCP

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Unofficial dubco-mcp-server

The (Unofficial) dubco-mcp-server enables AI assistants to manage Dub.co short links via the Model Context Protocol. It provides three MCP tools: create_link for generating new short URLs, update_link

LlamaCloud MCP Server

A MCP server connecting to managed indexes on LlamaCloud

LlamaCloud

(by marcusschiesser) - Integrate the data stored in a managed index on LlamaCloud

mcp-docs-reader

A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other AI agents for document-based question an

Olostep

Olostep MCP Server offers web access tooling to AI apps with minimal setup. It allows AI to: 1. Search the web using google 2. Get the markdown content of any web page 3. Discover and filter out rele

Python MCP Server - Documentation Search

MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search res

Documentation MCP Server 📚🔍

An MCP server that can work with Claude desktop to fetch documentation from langchain, llama-index, and OpenAI.

Mcp Arcknowledge

This MCP server conveniently lets you configure and interact across all your custom webhook endpoints from a config(knowledgebase json). You can manage new endpoint knowledge doc sources URLs.

mcp-qdrant-docs MCP Server

An MCP server that scrapes websites, indexes content into Qdrant, and provides a query tool.

MCP Docs Search Server

This is a lightweight, plug-and-play MCP server that empowers any LLM to dynamically search and retrieve up-to-date documentation from popular AI libraries such as LangChain, LlamaIndex, and OpenAI.