The MCP Trust Index.

School Database MCP Server

by eoinmooremath

MCP server for a school database

eoinmooremath/school-db-mcp-server

Rubber Duck MCP

by omer-sadeh

Brings rubber duck debugging to AI-powered IDEs by providing a tool for articulating problems and clarifying logic in natural language. It helps developers and AI agents reveal hidden assumptions and surface solutions through structured self-explanation and reflection.

Omer-Sadeh/RubberDuckMCP

fastapi-sse-mcp

by ragieai

A FastAPI MCP server that uses Server-Sent Events as a transport layer, providing echo functionality through tools, resources, and prompts.

ragieai/fastapi-sse-mcp

Schemdraw MCP Server

by fukayatti

Enables AI assistants like Claude to create and edit electronic circuit diagrams using the schemdraw library through the Model Context Protocol.

fukayatti/schemdraw-mcp-server

deep-research-mcp

by joshualelon

JoshuaLelon/deep-research-mcp

Medical_calculator_MCP

by johnyquest7

MCP server for medical calculations

johnyquest7/Medical_calculator_MCP

hyperscale-mcp

by adalundhe

An MCP server for Hyperscale

adalundhe/hyperscale-mcp

agent-vrm-mcp

by sunwood-ai-labs

Enables Claude to generate speech from text and express it through a 3D VRM avatar via the AgentVRM engine.

Sunwood-ai-labs/agent-vrm-mcp

Quran Cloud MCP Server

by galihfr09

Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic text on-demand, reducing hallucinations when working with sensitive religious content.

galihfr09/quran_cloud_mcp_server

beanquery-mcp

by vanto

Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.

vanto/beanquery-mcp

mcp-server-say-hello

by brightlin

MCP server that provides a greeting tool to say hello to users.

BrightLin/mcp-server-say-hello-py

Multi MCP

by one-mcp

An MCP server that proxies multiple MCP servers, allowing you to configure and access multiple MCP servers through a single endpoint with namespace support.

One-MCP/multi-mcp

mcp-mysql-server

by tonycai

Provides a lightweight MySQL database interface via stdio, enabling query execution, data manipulation, schema inspection, and connection testing using FastMCP tools.

tonycai/mcp-mysql-server

boe-mcp

by ancode666

Enables querying Spanish BOE consolidated legislation, daily summaries, and legal reference data through natural language using the Model Context Protocol.

AnCode666/boe-mcp

mcp-email-client

by gamalan

A Python-based MCP server for managing email configurations, sending emails, and reading the latest unread emails.

gamalan/mcp-email-client

e-Stat MCP server

by cygkichi

MCP server for accessing Japanese government statistics portal 'e-Stat' API, enabling language models to search and retrieve statistical data.

cygkichi/estat-mcp-server

Sequential Thinking MCP Server

by younis-ali

Facilitates structured, step-by-step problem-solving using the Model Context Protocol, ideal for planning complex tasks like supply chain management.

younis-ali/sequential-thinking-mcp

mcp-server-scikit-learn

by shibuiwilliam

Provides a standardized interface for interacting with Scikit-learn models and datasets, enabling training, evaluation, and model management through natural language.

shibuiwilliam/mcp-server-scikit-learn

Mcp Google Docs

by phact

mcp server for creating, reading, editing google docs (supports comments)

phact/mcp-google-docs

Gmail MCP Server

by ampcome-mcps

Enables AI assistants to interact with Gmail accounts for searching, reading, sending, and managing emails through secure OAuth2 authentication. It provides comprehensive tools for message operations, conversation threads, and account statistics using the FastMCP framework.

ampcome-mcps/gmail-mcp

Weights & Biases MCP Server

by riballes

Enables querying W\&B Weave traces and creating W\&B Reports with text and visualizations through natural language.

riballes/mcp-server

Stock Market MCP Server

by sverze

Provides stock market data and analysis tools using the Finnhub API, including stock prices, financial metrics, news, and historical data.

sverze/stock-market-mcp-server

Edge-TTS MCP Server

by yuiseki

Model Context Protocol for Text-to-Speech

yuiseki/edge_tts_mcp_server

Hide MCP server

by hide-org

MCP server for Hide

hide-org/hide-mcp

browser-mcp

by pranav7

A Model Control Protocol server that enables AI agents to perform web browsing tasks through a standardized interface using the browser-use library.

pranav7/browser-mcp

Building a Watsonx.ai Chatbot RAG Server with MCP

by ruslanmv

Building a Watsonx.ai Chatbot RAG Server with MCP compatible with Claude Desktop.

ruslanmv/watsonx-rag-mcp-server

MCP (My Career Portfolio) Server

by wonnyboi

SSAFY 학생들을 위한 프로젝트 포트폴리오 및 면접 준비 도우미 서버

wonnyboi/mcp-server

crypto-powerdata-mcp

by veithly

A comprehensive MCP service for cryptocurrency data acquisition with advanced technical analysis capabilities, supporting 100+ exchanges, 158 TA-Lib indicators, and dual transport protocols (stdio and HTTP/SSE).

veithly/crypto-powerdata-mcp

Paytm MCP Server

by santosh-chourasiya

Enables AI agents and developers to securely access Paytm's Payments and Business Payments APIs via MCP, allowing contextual automation of payment workflows like refunds, settlement tracking, and transaction status checks.

santosh-chourasiya/payment-mcp-server

VoiceVox MCP Server

by sunwood-ai-labs

Provides text-to-speech functionality via VoiceVox, enabling Claude to generate spoken audio from text using various voices.

Sunwood-ai-labs/mcp-voicevox

Pandoc MCP Server

by maitreyam

Enables document conversion between various formats (Markdown, DOCX, HTML, PDF, etc.) using Pandoc, allowing AI agents to request conversions via natural language.

MaitreyaM/FILE-CONVERTER-MCP

Zotero MCP Server

by tomasschweizer

Implementation of a Zotero MCP server to connect my local Zotero library to the 5ire chat interface.

TomasSchweizer/Zotero-MCP-Server

MCP Play Sound Server

by davidteren

Model Context Protocol server that provides audio playback functionality for AI agents. Play notification sounds when coding tasks complete. Early version/proof of concept - macOS only.

davidteren/play-sound-mcp-server

Card Magic MCP

by luochang212

Implements the Chico & Dico card magic trick by encoding a hidden fifth card within the specific arrangement of four cards. It provides tools to both encode five-card sets into sequences and decode those sequences to reveal the hidden card.

luochang212/card-magic-mcp

MCP Bash

by patrickomatik

A simple model context protocol (MCP) server that allows Claude Desktop or other MCP aware clients to run Bash commands on your local machine.

patrickomatik/mcp-bash

ConsultingAgents MCP Server

by matthewpdingle

An MCP server that interfaces with OpenAI and Anthropic's APIs to give Claude Code \

MatthewPDingle/consulting-agents-mcp

Gen3 MCP Server

by delocalizer

A Model Context Protocol (MCP) server for interacting with Gen3 data commons, with GraphQL query validation to reduce hallucinations.

delocalizer/gen3-mcp

🎓 Semantic Scholar MCP Server

by jackkuo666

🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references.

JackKuo666/semanticscholar-MCP-Server

Think MCP Server

by thinkthinking

Provides prompt management, resource management, and tool call capabilities (content analysis, article analysis) based on the MCP protocol.

thinkthinking/think-mcp-server

Google Scholar MCP Server

by jackkuo666

A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

JackKuo666/Google-Scholar-MCP-Server

Bloodhound-MCP

by tac01337

MCP server for bloodhound's api

tac01337/bloodhound-mcp

YouTube MCP Server

by bendelpino

Enables interaction with YouTube through search and transcript extraction functionality. Allows searching for videos and retrieving full transcripts with timestamps for content analysis.

bendelpino/youtube-mcp

Apache Iceberg

by ahodroj

Provides a SQL interface for querying and managing Apache Iceberg tables through connections to Iceberg REST catalogs and S3-compatible storage, enabling data analysts to interact with data lakes without switching contexts.

ahodroj/mcp-iceberg-service

Langflow MCP Server

by mdnazisharmanshorthillsai

MCP Server for interacting with the Langflow API via a natural language interface. It exposes Langflow functionalities as tools for LLMs.

MdNazishArmanShorthillsAI/langflow_mcp

🚀 HTTP-4-MCP Middleware Server

by tght1211

HTTP-4-MCP configuration tool allows you to easily convert HTTP API to MCP tool without writing code. With simple interface operations, you can quickly configure an mcp-server.

Tght1211/http-4-mcp

Typst MCP Server

by fujishigetemma

Provides access to Typst documentation, enabling users to search, browse, and read documentation for the Typst typesetting system through natural language queries.

FujishigeTemma/typst-mcp

openEHR MCP Server

by deak-ai

Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHRbase) for creating compositions, managing EHRs, listing templates, and executing AQL queries.

deak-ai/openehr-mcp-server