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.
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Perplexity
Integrates with Perplexity's API to enable real-time web searches for up-to-date information retrieval and context-aware responses.
Codex Keeper
Integrates with external resources to provide curated development knowledge for code generation, bug fixing, and context-aware programming advice.
Project Handoffs
Coordinates workflows across multiple sessions or models to maintain context and enable seamless handoffs for complex, multi-stage processes.
Context Manager
Enhances Claude's capabilities with context management across sessions, knowledge organization through hierarchical project contexts, and continuous…
Memory by File
Lightweight, file-based memory storage for maintaining persistent context across conversations using simple text operations.
Grep
Exposes the system grep binary's functionality for searching files with regular expressions, supporting common options like case-insensitive matching, context…
🧠 Advanced MCP Server Setup with
Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE
Langflow Document QA
Connects Claude Desktop to a Langflow-powered document question-answering system through a query_docs tool that processes document-based questions using a…
Notion MCP Server
# Notion MCP Server  This project implements an [MCP…
xgmem MCP Memory Server
Global MCP server that manage all the project data,
Confluence MCP Server
Confluence MCP server providing API tools for Atlassian Confluence operations including page management, space handling, and content search with built-in rate…
ContextStream
Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.
Spring Docs
Spring Docs is an MCP server that provides 12 tools for searching, exploring, and interacting with the Spring ecosystem documentation, guides, tutorials, and…
OpenAI WebSearch
Enables AI assistants to search the web in real-time through OpenAI's websearch functionality, retrieving up-to-date information beyond training data cutoffs…
Docs MCP Server
A simple MCP server to search for documentation
Cardano MCP Server
A specialized RAG gateway providing language models with Cardano blockchain knowledge. Enables AI assistants to access documentation, validate smart contracts…
Aleph-10: Vector Memory MCP Server
Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities
🧠 Custom MCP Server for AI-Powered Sticky Notes
A lightweight server built with FastMCP + uv, enabling natural language commands to manage notes, reminders & productivity within Claude Desktop.
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CostAffective-MCP
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…
AI Agent Memory MCP Server
Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)
Voyageai Cli
MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation…
Forge
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent…
MCP.science: Open Source MCP Servers for Scientific Research 🔍📚
A collection of open-source MCP servers designed for scientific research applications.