MCP servers

Sqlite Literature Management Fastmcp MCP Server

YUZongmin/sqlite-literature-management-fastmcp-mcp-server

10

A lightweight FastMCP server for managing literature, notes, entity links, and reading-list resources in a local SQLite database.

FEGIS (Schema-Driven Memory)

p-funk/fegis

10

FEGIS is a structured cognition framework based on Anthropic's Model Context Protocol, supporting the definition of cognitive tools through schemas and persistent storage of cognitive artifacts.

Obsidian MCP

Sunwood-ai-labs/obsidian-mcp

10

A Model Context Protocol server for Obsidian integration.

Obsidian Notes

marcelmarais/obsidian-mcp-server

10

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Cursor & Claude to read from and write to your Obsidian vault.

Goal Story MCP Server

hichana/goalstory-mcp

10

GoalMochi isn’t a goal tracker—it’s a brand new way to manage your aspirations. Instead of juggling endless lists, GoalMochi guides you to focus on one goal at a time, forging a deeply personal narrative that keeps you motivated and on track.

MCP Server Sequential Thinking

zengwenliang416/mcp-server-sequential-thinking

9

A powerful MCP server implementing sequential thinking protocol that provides a structured approach to problem-solving. This server helps break down complex problems into manageable steps while maintaining flexibility for revisions and alternative reasoning paths.

Aio MCP

athapong/aio-mcp

9

A powerful Model Context Protocol (MCP) server implementation with integrations for GitLab, Jira, Confluence, YouTube, and more. This server provides AI-powered search capabilities and various utility tools for development workflows.

Code Embeddings

davidvc/code-knowledge-mcptool

9

A knowledge management tool for code repositories using vector embeddings. This tool helps maintain and query knowledge about your codebase using advanced embedding techniques.

Duckduckgo Web Search

Sunwood-ai-labs/duckduckgo-web-search

9

This is a TypeScript-based MCP server that implements a simple notes system. It demonstrates core MCP concepts by providing.

QASphere

hypersequent/qasphere-mcp

9

QA Sphere now serves an MCP server directly — there is no need to run this standalone package. The hosted server is always up to date with the QA Sphere API, exposes the full set of tools allowed by your role, and needs nothing installed locally.

Ragie MCP Server

ragieai/ragie-mcp-server

9

Ragie Model Context Protocol server, providing knowledge base retrieval capabilities.

Sequential Thinking Recall

recallnet/sequential-thinking-recall

9

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process which automatically writes sequential thinking logs to Recall associated with each thought session.

Memory PostgreSQL

sdimitrov/mcp-memory

9

This server implements long-term memory capabilities for AI assistants using mem0 principles, powered by PostgreSQL with pgvector for efficient vector similarity search.

MCP Confluence

mouhamadalmounayar/mcp-confluence

9

[!Important] This repository is still in early development stages, more prompts, resources and tools will be added in the future.

MCP Qdrant Memory

delorenj/mcp-qdrant-memory

9

This MCP server provides a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database.

Docling

deep070203/docling-mcp

9

Archiving this repo since docling is releasing the official MCP server.

DeepLucid3D-MCP

MushroomFleet/DeepLucid3D-MCP

9

The DeepLucid3D UCPF Server is an implementation of the Unified Cognitive Processing Framework as an MCP server. It combines recursive self-awareness with dimensional knowledge categorization to provide a powerful approach to problem-solving and creative thinking.

Raindrop.io

adeze/raindrop-mcp

8

Connect Raindrop.io to your AI assistant with a simple MCP server. Use it to organize, search, and manage bookmarks with natural language.

MCP Pocket

kazuph/mcp-pocket

8

This is a connector to allow Claude Desktop (or any MCP client) to fetch your saved articles from Pocket API.

AnkiConnect

samefarrar/mcp-ankiconnect

8

Connect Claude conversations with AnkiConnect via MCP to make spaced repetition as easy as "Let's go through today's flashcards" or "Make flashcards for this".

beemcp

OkGoDoIt/beemcp

8

Unofficial Model Context Protocol (MCP) server for interacting with your Bee wearable lifelogging data. More context on my blog.

Activitywatch MCP Server

8bitgentleman/activitywatch-mcp-server

8

A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing LLMs like Claude to interact with your time tracking data.

Ollama Deep Researcher

cam10001110101/mcp-server-ollama-deep-researcher

8

Migrated into the mcpcentral platform monorepo on 2026-07-23 (ADR-043).

MCP Server Outlook Email

Cam10001110101/mcp-server-outlook-email

8

A cross-platform MCP server that processes Microsoft Outlook emails, generates vector embeddings using Ollama, and provides semantic search capabilities. Works on Windows, macOS, and any platform via Microsoft Graph API.