The MCP Trust Index.

Traffic MCP Server

by lucad-28

Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.

lucad-28/traffict-mcp-server

Terragrunt GCP Tool MCP

by spolspol

Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.

spolspol/terragrunt-gcp-tool-mcp

mcp-server-sparql

by kashif-rabbani

A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabling querying and updating RDF data across various triple stores.

Kashif-Rabbani/mcp-server-sparql

uthere

by odfalik

Camera-based presence detection MCP server for Claude Code. Uses your webcam to check if you're sitting at your computer, and can automatically keep Claude working when you step away.

odfalik/uthere

Data 360 Query MCP Server

by forcedotcom

Enables executing SQL queries against Salesforce Data Cloud from Cursor, with tools to list tables and describe table structure.

forcedotcom/datacloud-mcp-query

Agentpool

by zuga-technologies

A Stack Overflow for Claude Code agents — a shared pool of solved-problem fixes.An agent hits an error, calls ask_pool for ranked prior fixes; solves something new, calls post_solution. Semantic search + write-time content shield. Free, Apache-2.0.

Zuga-Technologies/agentpool-mcp

MCP-SOC Middleware

by funphp

Enables AI agents to interact with Splunk SIEM and TheHive SOAR through a unified MCP interface, providing 12 tools for alert triage, case management, and security operations.

funphp/mcp-soc-middleware

Protheus Chat MCP Server

by straider2

MCP server that enables searching a TOTVS Protheus ERP knowledge base using vector similarity and reranking.

Straider2/protheus-mcp

Doc MCP Server

by ceeyang-ai

Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge documents, and perform text conversions via the Model Context Protocol.

ceeyang-ai/doc-mcp-server

Rowan MCP Server

by k-yenko

Enables molecular design and simulation through 45 chemistry tools including pKa calculations, geometry optimization, conformer searches, docking, protein cofolding, and ADMET predictions powered by Rowan's computational chemistry platform.

k-yenko/rowan-mcp

adamamer20/paper-search-mcp-openai

by adamamer20

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

adamamer20/paper-search-mcp-openai

Omni-Video Studio MCP

by mallet-dev

Enables AI agents to edit video using text-based proxies, motion graphics via Hyperframes, and advanced FFmpeg rendering, turning any LLM IDE into a professional video editor.

Mallet-Dev/omni-video-mcp

morosss/sdfsdf

by morosss

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

morosss/sdfsdf

cds-mcp

by mohamedelashri

MCP server for searching and retrieving documents, metadata, and files from CERN Document Server (CDS) with optional CERN SSO authentication.

MohamedElashri/cds-mcp

Telegram Community MCP

by nullnumber1

Enables hybrid search over Telegram community message history, combining full-text and semantic search with incremental sync for Claude Desktop integration.

nullnumber1/Telegram-Community-MCP

FFmpeg Video Processor

by bitscorp-mcp

Enables video manipulation through FFmpeg, offering capabilities to resize videos to different resolutions and extract audio in various formats without leaving the conversation interface.

bitscorp-mcp/mcp-ffmpeg

Spotify MCP Server

by vinay1359

Dual-mode tool server for controlling Spotify through terminal or AI assistants like Claude or ChatGPT.

vinay1359/Spotify-MCP-with-dual-mode

Enneagora E-commerce MCP Server

by slavpilus

Enables customer support across e-commerce platforms by providing order management, product guidance, and account assistance tools through natural language queries.

slavpilus/mcp

Jira MCP Server

by stolostron

A Model Context Protocol server that enables AI applications to interact with Jira issues, projects, and workflows through a standardized interface.

stolostron/jira-mcp-server

DICOM MCP Server for Medical Imaging Systems 🏥

by christianhinge

Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)

ChristianHinge/dicom-mcp

LinkedIn MCP Pro Max

by mdnaimul22

High-performance autonomous MCP server that turns LinkedIn into an API for AI workflows, enabling profile management, job search, content posting, and document generation.

mdnaimul22/linkedin-mcp-pro-max

LogicProMCP

by shlomyss

A local MCP server that bridges Logic Pro MIDI data via an AUv3 plugin, enabling reading, creating, and manipulating MIDI regions and tracks through tools like read_logic_track and create_midi_region.

shlomyss/LogicProMCP-for-Codex

mcp-server-splunk

by pahar0

Enables AI assistants to search, manage, and analyze data in Splunk instances through the Model Context Protocol. Supports SPL queries, index management, alerts, dashboards, and more.

pahar0/mcp-server-splunk

IATA-Geo-Core

by oscar-zeng

Enables AI agents to query airport information and calculate Great Circle distances between global airports using IATA codes, following the FFP industry standard in statute miles.

Oscar-Zeng/IATA-Geo-Core

Finnhub MCP Server

by denusenko

Connects Claude Desktop to real-time stock market data via Finnhub API, enabling company profiles, stock quotes, market news, and a customizable watchlist.

DenUsenko/ai-eng-mcp-demo

research-mcp

by vvzvlad

A stateless MCP server that provides web search, single page reading, and batch page reading tools, with automatic failover across multiple search and content extraction providers.

vvzvlad/research-mcp

MCP Document Analysis Server

by babychrist666

A Model Context Protocol server that provides document analysis capabilities to LLM applications, including extraction, chunking, summarization, and semantic search for PDF, DOCX, and plaintext documents.

BabyChrist666/mcp-document-server

arxiv-mcp

by vishal24p

Enables searching arXiv and downloading papers via MCP tools, no API key required.

vishal24p/arxiv_mcp

cognos-session-memory

by base76-research-lab

Enables persistent session memory for LLMs by trust-scoring and injecting verified context between conversations.

base76-research-lab/cognos-session-memory

ipynb-mcp

by nils-holmberg

An agent-agnostic MCP server that lets any AI agent drive a local JupyterLab session via the Model Context Protocol.

nils-holmberg/ipynb-mcp

Discord MCP Server

by hevji

Enables AI assistants to manage a Discord server, including creating channels, categories, roles, setting permissions, and assigning roles through natural language commands.

hevji/Discord-Bot-MCP

Imagenx MCP Server

by newtoolai

AI-powered image and video generation and processing server that supports text-to-image, image-to-image, text/image-to-video generation, image analysis, and comprehensive editing operations (crop, resize, convert, adjust) through providers like Doubao and Aliyun.

NewToolAI/imagenx

leadforge

by cognis-digital

Enables lightweight CRM pipeline management with email sequences, project scanning, and MCP-based interaction for AI agents.

cognis-digital/leadforge

CiNii MCP Server

by suzuuuuu09

Enables searching and retrieving academic articles from CiNii, Japan's largest bibliographic database, with support for advanced filtering, sorting, and search range options.

suzuuuuu09/cinii-mcp-server

MCP Serverless

by tilfin

Provides a serverless implementation of the Model Context Protocol for registering and managing tools, enabling in-memory client-server connections and credential transmission via request context.

tilfin/mcp-serverless

teleport-docs-mcp

by greedy52

Enables AI assistants to search and retrieve information from Teleport documentation using a vector database. It provides a tool for semantic vector search over pre-populated embeddings of Teleport pages and examples to assist with technical queries.

greedy52/teleport-docs-mcp

blackmount-mcp

by blackmount-ai

Enables AI assistants to access and search local browser history, bookmarks, open tabs, and downloads for personalized context.

BlackMount-ai/blackmount-mcp

AIops-tools/Proxmox-AIops

by aiops-tools

AI-powered MCP server for managing Proxmox VE VMs and containers with built-in governance, audit logging, and reversibility.

AIops-tools/Proxmox-AIops

MCP Python Code Navigation Server

by aillescas76

Provides tools for Python code navigation, analysis, and refactoring, including finding definitions, references, and symbol lists. It enables automated tasks such as renaming symbols and organizing imports to enhance AI-driven development.

aillescas76/mcp_python

PDF Reader MCP Server

by lihongwen

An MCP server providing comprehensive PDF processing capabilities with 18 tools for text extraction, OCR, image conversion, metadata management, and optimization.

lihongwen/pdfreadermcp

PostgreSQL

by antonorlov

Provides a bridge to PostgreSQL databases for executing SQL queries, managing tables, and inspecting schemas with support for prepared statements and multiple parameter styles

antonorlov/mcp-postgres-server

Facebook Ads Library MCP

by ramsesaguirre777

Enables competitive intelligence, market analysis, and advertising insights by providing 15+ advanced tools to search, analyze, monitor, and predict Facebook ad performance.

RamsesAguirre777/facebook-ads-library-mcp

SkyOdyssey MCP

by maru-775

Enables AI clients to explore cheapest destinations, optimize multi-leg flight itineraries, and reference airport/region data via MCP tools and resources.

maru-775/SkyOdyssey-MCP

enlace_connector

by i2mint

Deploy Python functions as authenticated MCP connectors for Claude.ai and other MCP hosts, with pluggable OAuth and support for separate venvs for heavy dependencies.

i2mint/enlace_connector

ScarletPlan

by heetshah15

Local-first Rutgers course planning assistant that answers 'what should I take and when?' using a CP-SAT solver, real transcript data, and live SOC data, connected to Claude via MCP.

heetshah15/scarletplan

mcp-yfinance-ux

by bxxd

Provides Bloomberg Terminal-style market data for AI agents, with formatted tables and navigable hierarchy (markets → sector → ticker).

bxxd/mcp-yfinance-ux

FEFLOW MCP Server

by followmyself

Enables AI assistants to control FEFLOW 7.5 groundwater simulation software through MCP, supporting model loading, mesh operations, parameter management, and result export.

Followmyself/DHI_FEFLOW_MCP

paper-search

by its-antony

Enables searching, downloading, and exporting academic papers from 20+ scholarly sources including arXiv, PubMed, and Semantic Scholar. Supports multi-source concurrent search, citation network tracing, and export to CSV, RIS, and BibTeX.

its-antony/paper-search

Bilibili MCP Server

by 12qw3er4ty5u-collab

An MCP server powered by public Bilibili APIs so AI agents can search videos and read public video and creator metadata.

12qw3er4ty5u-collab/bilibili-mcp-server

dental-ai

by kannaseka

Enables AI-powered dental X-ray analysis and treatment planning using YOLOv11 and clinical guideline RAG, integrated with MCP for use with Claude and other AI assistants.

Kannaseka/Dental-AI-Treament-Planner