"A server for finding information on writing or researching a thesis" matching MCP servers:

• A-Share MCP Server

  firmmaple

  -

  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  C

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• A-MEM: Agentic Memory System

  tobs-code

  -

  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  7

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• A Share MCP

  24mlight

  A

  security

  A

  license

  C

  quality

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

  D

  quality

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  2

• Langflow Document Q&A Server

  GongRzhe

  A

  security

  A

  license

  C

  quality

  Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.

  Last updated 2025-04-16

  1

  15

  MIT

• Document Q&A MCP Server

  SY-MR-CODER

  -

  security

  A

  license

  -

  quality

  A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.

  Last updated 2026-01-17

  MIT

• A VMware ESXi/vCenter

  bright8192

  -

  security

  A

  license

  -

  quality

  A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.

  Last updated 2025-07-01

  57

  MIT

• Document Q&A MCP Server

  sprchr

  -

  security

  A

  license

  -

  quality

  Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

  Last updated 2026-01-05

  MIT

• A-SOC Trust MCP Server

  agntor

  -

  security

  A

  license

  -

  quality

  Provides agent certification and trust verification tools for AI agents, enabling certification checks, trust score calculations, audit ticket issuance, and emergency kill switch activation through the A-SOC trust network.

  Last updated 2026-02-16

  1

  MIT

• Paws-on-MCP

  hemanth

  -

  security

  F

  license

  -

  quality

  A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.

  Last updated 2025-06-22

  331

• Two Truths and a Twist

  ErgodicLabs

  -

  security

  A

  license

  -

  quality

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• Enterprise Rent-A-Car MCP

  markswendsen-code

  A

  security

  F

  license

  A

  quality

  Enables AI assistants to search for vehicles, manage reservations, and access Enterprise Plus loyalty account information through headless browser automation on enterprise.com. It supports the complete car rental workflow including vehicle searching, booking, modifications, and points balance checks.

  Last updated 2026-03-13

  7

  5

• MCP Server on Cloudflare

  TedTschopp

  -

  security

  F

  license

  -

  quality

  A deployable MCP server for Cloudflare Workers or Azure Functions that provides example tools (time, echo, math), prompt templates for code assistance, and configuration resources. Enables AI assistants to interact with edge-deployed services through the Model Context Protocol.

  Last updated 2026-01-21

• MCP on Vercel

  prncsclo-create

  -

  security

  A

  license

  -

  quality

  A deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.

  Last updated 2026-04-15

  MIT

• AI Workspace MCP Server

  A-Proof

  -

  security

  F

  license

  -

  quality

  Provides a secure workspace for AI-driven file management and Python script execution designed to run on Vercel. It enables tools for full file operations and code execution within a sandboxed environment.

  Last updated 2026-01-28

• You Need A Budget (YNAB) MCP

  Jtewen

  A

  security

  A

  license

  A

  quality

  An MCP to give AI agents extensive knowledge of your personal finances and control of your budgeting.

  Last updated 2025-06-19

  14

  9

  MIT

• Todo for AI MCP Server

  todo-for-ai

  -

  security

  A

  license

  -

  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  2

  Apache 2.0

• Share A Bot MCP A2A

  codeislaw101

  A

  security

  A

  license

  A

  quality

  Discover and connect your agents with other agents via A2A protocol. Share resources for free or fee.

  Last updated 2026-04-15

  6

  MIT

• microsoft-todo-mcp-server-self

  akkilesh-a

  -

  security

  F

  license

  -

  quality

  A self-hosted Model Context Protocol server for Microsoft To Do. The key problem this solves: the Microsoft Graph API silently omits user-created lists on personal accounts (GET /me/todo/lists only returns well-known lists like "Flagged Emails"). This server works around it with a local SQLite registry that tracks every list you create, so your lists always show up.

  Last updated 2026-03-13

  3
• 

  Act-On MCP Server by CDataofficial

  CDataSoftware

  -

  security

  A

  license

  -

  quality

  This read-only MCP Server allows you to connect to Act-On data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

  Last updated 2025-10-18

  MIT

• On-Demand Scanning API MCP

  ag2-mcp-servers

  -

  security

  F

  license

  -

  quality

  An MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.

  Last updated 2025-07-16

• FirstPromoter MCP Server

  a-petukhov

  -

  security

  F

  license

  -

  quality

  An MCP server that provides AI assistants with access to the FirstPromoter affiliate management platform for managing referrals, promoters, campaigns, and commissions. It is designed for remote multi-user deployment and supports operations via HTTP/SSE transport.

  Last updated 2026-02-08

• MCP Filesystem Server

  A-Niranjan

  A

  security

  A

  license

  A

  quality

  Provides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.

  Last updated 2025-10-29

  16

  9

  MIT

• WhkerDB MCP Server

  A-Quark2005

  -

  security

  F

  license

  -

  quality

  Enables interaction with the WhkerDB shared PDF editor to manage collaborative rooms, file structures, and real-time annotations. It allows users to upload PDFs and images, manage note trees, and sync data across platforms through natural language.

  Last updated 2026-02-08

• MCP-CLIO

  a-yushko

  -

  security

  F

  license

  -

  quality

  Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio environments. It enables users to perform environment health checks, restart web applications, and execute raw CLI commands through a stateless HTTP transport.

  Last updated 2026-02-13

• Remote MCP Server on

  Sergey-Bondarev

  -

  security

  F

  license

  -

  quality

  Enables deployment of a remote Model Context Protocol server on Cloudflare Workers without authentication. Allows custom tool definitions and connection from MCP clients like Claude Desktop or Cloudflare AI Playground.

  Last updated 2025-12-06

• MCP Server For Local

  Dreamboat-Rachel

  A

  security

  A

  license

  C

  quality

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• Developer Roadmaps MCP Server

  a-kaibu

  -

  security

  A

  license

  -

  quality

  Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

  Last updated 2025-06-22

  1

  MIT

• Claude MCP x Google Docs

  a-bonus

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol server that enables AI assistants like Claude to read from, append to, and format text in Google Documents programmatically.

  Last updated 2026-04-10

  6,417

  474

  MIT

• mcp-server-for-powershell

  danielklecha

  A

  security

  A

  license

  A

  quality

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• MCP Server for OSCAL

  awslabs

  -

  security

  A

  license

  -

  quality

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-04-15

  35

  Apache 2.0

• MCP Server for CAD

  Eklavvyaaaaa

  -

  security

  F

  license

  -

  quality

  Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

  Last updated 2026-03-27

• mcp-server-for-apache-ofbiz

  jacopoc

  A

  security

  A

  license

  -

  quality

  A proof of concept MCP server for Apache OFBiz

  Last updated 2026-02-20

  5

  Apache 2.0

• MCP Server for Intercom

  raoulbia-ai

  A

  security

  A

  license

  A

  quality

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  8

  Apache 2.0

• What's for Dinner? MCP Server

  a2345sooted

  -

  security

  A

  license

  -

  quality

  Helps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.

  Last updated 2026-02-02

  MIT

• mcp-booth

  Kyure-A

  -

  security

  -

  license

  -

  quality

  Booth.pm

  Last updated 2025-04-13

• Google OR-Tools server

  Jacck

  -

  security

  A

  license

  -

  quality

  MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

  Last updated 2024-12-26

  18

  MIT

• Pikud Haoref Alert System

  LeonMelamud

  -

  security

  F

  license

  -

  quality

  Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.

  Last updated 2026-03-01

  4

• MCP for Vivado

  lzw12123

  -

  security

  F

  license

  -

  quality

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-04-08

  1

• NS Travel Information Server

  KallivdH

  A

  security

  A

  license

  A

  quality

  Provides real-time Dutch railway (NS) travel information including train schedules, delays, journey planning, ticket prices, and station details for navigating the Netherlands by train.

  Last updated 2025-10-01

  8

  25

  MIT

• MCP Server for Splunk

  deslicer

  A

  security

  A

  license

  B

  quality

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-04-13

  52

  22

  Apache 2.0

• PsMCP - MCP Server for

  Chandrahas455

  -

  security

  A

  license

  -

  quality

  A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

  Last updated 2025-07-30

  10

  MIT

• mcp-for-docs

  shayonpal

  A

  security

  F

  license

  B

  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

• mem0 MCP Server for Project

  KunihiroS

  -

  security

  F

  license

  -

  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• Example MCP Server with

  a-ddollar-cs

  -

  security

  F

  license

  -

  quality

  An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

  Last updated 2025-12-17

• MCP Server for Google Search

  mcp-for-dev

  A

  security

  F

  license

  B

  quality

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  3

  2