MCP Servers

pituitary

Turns your project specs and docs into a drift and contradiction detector

Detect contradictions between code and project specifications

Find and fix stale or outdated documentation

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

21nantobv

chart-library-mcp

Chart Library server — search historical stock charts and analyze outcomes

Find historical stock charts matching current patterns

See what happened after similar stock patterns historically

Needs:

Works in Claude, Cursor & other MCP clients

spotdb

SpotDB server — run a secure, temporary SQL sandbox for CSV data analysis

Upload a CSV file and run SQL queries on it

Explore and analyze data safely without affecting original files

Needs:

Works in Claude, Cursor & other MCP clients

Data

Other

21aliengiraffe

Stack-MCP

Search and retrieve Stack Overflow programming answers inside your AI app.

Find answers to coding questions from Stack Overflow

Retrieve full discussion threads on programming problems

Needs: An MCP-compatible client (e.g., Claude Desktop, Cursor, Visual Studio Code, etc).A Stack Overflow account (free to join).

Works in Claude, Cursor & other MCP clients

codesurface

Turns your codebase into an instantly searchable API reference for AI

Look up all methods in a class instantly

Find exact method signatures by name

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

21Codeturion

cucumberstudio-mcp

A server connecting Cucumber Studio testing platform to MCP-compatible AI assistants.

Browse and search test scenarios by tags

Retrieve reusable test steps (action words)

Needs:

Works in Claude, Cursor & other MCP clients

Other

21HeroSizy

mcp-server-raygun

MCP server integrating Raygun's Crash Reporting and Real User Monitoring APIs for seamless error and application management.

List all Raygun applications under an account

Retrieve detailed application information by ID or API key

Needs:

Works in Claude, Cursor & other MCP clients

21MindscapeHQ

dsh-memory

Provide AI agents with continuous, evolving long-term memory across sessions.

Maintain AI memory across multiple conversations

Help AI learn and improve from past interactions

Needs:

Works in Claude, Cursor & other MCP clients

Other

21FuRongJun-1999

mcp-explorium

MCP server enabling AI access to Explorium's business and prospect data API.

Lookup business data for AI-driven sales prospecting

Retrieve prospect information for targeted marketing campaigns

Needs:

Works in Claude, Cursor & other MCP clients

21explorium-ai

mediawiki-mcp-server

Search, read, and edit any MediaWiki wiki from your AI assistant.

Search wiki pages by natural language queries

Read full or summary content of wiki pages

Needs:

Works in Claude, Cursor & other MCP clients

mcp

Kapruka MCP server — link your AI to Kapruka.com shopping data

Connect my AI to Kapruka.com to browse products

Fetch order details from Kapruka.com via AI

Needs:

Works in Claude, Cursor & other MCP clients

Other

21kapruka

yap

Your assistant can build Linux packages from PKGBUILD specs across distros.

Build Debian, RPM, Alpine, and Arch Linux packages from one source

Cross-compile software packages for different CPU architectures

Needs:

Works in Claude, Cursor & other MCP clients

Other

21M0Rf30

pixelpanda-mcp

Edit and enhance images with AI tools inside Claude Desktop and Cursor.

Resize photos with custom dimensions

Remove image backgrounds using AI

Needs:

Works in Claude, Cursor & other MCP clients

Images/Design

Other

21RyanKramer

AndroJack-mcp

Brings live, verified Android knowledge into any assistant that speaks MCP.

Get real-time, accurate Android coding help

Check Android dependencies live while coding

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

21VIKAS9793

codex-tldraw-mcp

codex-tldraw-mcp server — generate and track codebase workflow diagrams locally

Generate a visual workflow diagram of my current code repository

Create a state machine or architecture sketch from a text prompt

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

21jananadiw