The MCP Trust Index.

Yargıtay MCP

by iturkguler

Enables searching and retrieving full text of Yargıtay (Turkish Supreme Court) decisions as Markdown, via the official karararama.yargitay.gov.tr system.

iturkguler/yargitay-mcp

MrJ-JMRI-MCP

by ho44-project

Control your DCC model railroad by voice or chat through any MCP client, with dynamic discovery of layout elements from JMRI.

HO44-PROJECT/MrJ-JMRI-MCP

EnvFactory

by lark-ai-lab

The official paper for EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL.

LARK-AI-Lab/EnvFactory

crypto-bot

by hadicherkaoui

HadiCherkaoui/crypto-bot

codebase-memory

by h-gelender

MCP server for local codebase memory: semantic indexing, hybrid search, and clean code analysis (static + LLM) with retrievable project notes, designed to run fully local on modest hardware.

H-Gelender/codebase-memory

zotero-mcp

by harrig12

Enables AI assistants to search and retrieve metadata, abstracts, and notes from a user's Zotero library through tools like search, get item, and list collections.

harrig12/zotero-mcp

Morpheus MCP Server

by nixndme

Connects AI assistants to HPE Morpheus appliances to manage cloud infrastructure, instances, and multi-tenant environments through natural language. It enables users to provision resources, execute workflows, and perform administrative tasks by translating intent into Morpheus API calls.

NixndME/morpheus-mcp

AVOCarbon SharePoint MCP

by sts-engineer

Enables managing SharePoint and OneDrive files, folders, permissions, and versions through Microsoft Graph API with actions like upload, download, search, and sharing.

STS-Engineer/sharepoint-mcp

PixelRAG MCP Server

by itstedxd

A visual Retrieval-Augmented Generation MCP server that renders web pages, PDFs, and design screenshots into visual tiles and enables natural language querying over them via multimodal vision embeddings.

itstedxd/pixelrag-mcp-server

IFRC GO MCP Server

by jmargutt

Read-only MCP server for IFRC GO data, secured with Microsoft Entra ID OAuth/JWT, exposing datasets as MCP tools with rate limiting and PII filtering.

jmargutt/GO-MCP-demo

QGISMCP

by fani-ko

QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control QGIS for project creation, layer loading, code execution, and more.

fani-ko/qgis_mcp

Incident Agent

by jayliumlp

A Python FastMCP server for incident management and analysis, providing tools for greeting, echo, and server information retrieval.

JayLiuMLP/incident-agent

Heroquarium ArtGen MCP Server

by k2spam

Enables Claude to generate pixel art procedurally and normalize external images into a canonical palette and tile size.

k2spam/artget-mcp

markpost

by nsmith

An MCP server that formats and syndicates Markdown content to Twitter/X, Threads, and a static blog on S3, with automatic thread splitting and preview capabilities.

nsmith/markpost

Gmail MCP Server

by fred-drake

Provides access to Gmail functionalities including listing unread emails, searching via query syntax, and managing messages through archiving or marking as read. It enables MCP clients to securely interact with and organize email data using the Gmail API.

fred-drake/gmail-mcp

cloudlens

by rishabhusesit

Enables analyzing AWS cloud costs from billing data, identifying waste, and providing mergeable fixes, with findings reconciled to actual invoices and priced at your negotiated rates.

Rishabhusesit/cloudlens

Conekta MCP Server

by conekta

Enables interaction with the Conekta payment API to manage orders, customers, subscriptions, and financial transactions. It provides a comprehensive suite of tools for core payment operations like processing refunds, creating checkouts, and monitoring account balances.

conekta/mcp-server

Cortex

by saketh12e

Cortex is a local-first MCP server that provides persistent, shared, semantically searchable memory for AI agents across all MCP clients using a single SQLite file.

saketh12e/cortex-mcp

Personal Capital MCP Connector

by paulnorton

Enables natural language queries about financial accounts, net worth, transactions, and asset allocation via the Empower/Personal Capital API.

PaulNorton/personal-capital-connector-mcp

lean

by tensorgymnastic

An MCP server for ingesting Lean Six Sigma PDFs into a searchable multimodal knowledge base.

TensorGymnastic/lean

Task Manager MCP Server

by chukaibejih

A comprehensive task management MCP server built with FastMCP, featuring full CRUD operations, intelligent filtering, and productivity-focused prompts.

chukaibejih/mcp-task-manager

samyama-graph

by samyama-ai

Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 74M nodes / 1B edges on a single machine.

samyama-ai/samyama-graph

banktivity-mcp

by rjeans

Provides read-only access to Banktivity 8 personal finance databases, enabling LLM-powered summaries of transactions, balances, and spending.

rjeans/banktivity-mcp

threejs-mcp

by charliekerfoot

Enables AI assistants to generate and modify Three.js 3D scenes by providing a wide range of tools for scene setup, cameras, geometry, materials, lighting, controls, loaders, animation, interaction, helpers, post-processing, environment, UI, physics, and XR.

CharlieKerfoot/threejs-mcp

delegations-mcp

by kaijfox

An MCP server that exposes a library of delegation prompts to orchestrate tasks between a primary LLM and specialized sub-agents. It enables the execution of self-contained, bounded tasks with built-in support for configuration discovery and project-specific delegation libraries.

kaijfox/delegations-mcp

product-pilot-mcp

by yangshuai990529

Provides secure PDF template analysis and layout extraction for AI assistants, enabling generation of styled HTML with automatic image generation.

yangshuai990529/product-pilot-mcp

sap_mcp

by shsiena

sap_mcp

shsiena/sap_mcp

Ploomes MCP Server

by josealmeida-ploomes

Exposes 153 tools to connect AI assistants to the Ploomes CRM, enabling CRUD operations, funnel configuration, CPQ, automations, and webhooks.

JoseAlmeida-Ploomes/ploomes-mcp

TraceFlow Compress

by ashritkvs

Serverless MCP connector for compressing prompts with TraceFlow metrics (tokens, cost, latency, compute, energy, carbon). Provides compression, analysis, routing, and caching tools.

ashritkvs/traceflow-compress

vibe-agent-mcp

by yagami-reverse

MCP server for the Vibe-Marketer Agent API that enables generating ads, auditing landing pages, and running local preflight checks on ad compliance, with an autonomous agent loop to improve results.

yagaMI-Reverse/vibe-agent-mcp

hangang-code-graph

by asm-hangang

MCP server for indexing source code from repositories into a Neo4j graph database and enabling Graph RAG-based search and traversal of functions via natural language queries.

asm-hangang/hangang-code-graph

OpenObserve MCP Server

by mdfranz

An MCP server that enables AI assistants to query and explore your OpenObserve observability data. Provides read-only access to logs, metrics, and traces for analysis and troubleshooting.

mdfranz/openobserve-oss-mcp

Canvas MCP Server

by cabrt

Provides read-only access to Canvas LMS data including courses, assignments, grades, and deadlines through 23 structured tools.

cabrt/canvas-mcp

Easysearch MCP Server

by cloudsmithy

Enables AI agents to interact with INFINI Easysearch (compatible with Elasticsearch/OpenSearch APIs) through 121 tools covering cluster management, index operations, document manipulation, search queries, snapshots, and monitoring.

cloudsmithy/easysearch-mcp-server

Chinese Tourism Spots MCP Server

by sekusrevo

Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by province/city, and generate/publish travel content to Xiaohongshu (Little Red Book) with automated posting capabilities.

SekusRevo/MCPProject

Terminal Capture MCP Server

by zscommander

Enables AI agents to run commands, capture outputs, and manage background processes with filtering capabilities for debugging and monitoring.

zsCommander/mcp-frontend-debugger

Godot Documentation MCP Server

by utedass

Enables AI assistants to search the Godot 4.7 documentation locally using hybrid keyword and semantic search, providing accurate API references with URLs and section hierarchy.

Utedass/read-the-docs-MCP

mcp

by rlopez133

rlopez133/mcp

voygr-mcp

by vaarunsinha

MCP server for VOYGR place verification and outbound venue calls. It provides tools to verify places, make structured calls, check credits, and access call transcripts/events.

VaarunSinha/voygr-mcp

opencode MCP server

by rajib884

Lets Claude Code offload cheap, mechanical tasks to opencode's free models for codebase summaries, exploration, web research, and bulk edits, saving paid tokens.

rajib884/opencode-mcp

MCP Synaptic

by jvanmelckebeke

Memory-enhanced MCP server with local RAG database and expiring memory capabilities

jvanmelckebeke/mcp-synaptic

admin-mcp

by aprezcuba24

MCP server for Odoo administration, enabling customer listing and search via connected service, resource, and tool layers.

aprezcuba24/odoo-mcp

yomiage-svr

by shuhei1101

Enables text-to-speech synthesis using VOICEVOX characters (ずんだもん, 春日部つむぎ, 四国めたん) and allows querying available speakers and transforming text to character tone.

shuhei1101/yomiage-svr

3E_AI_Learning_Level2_Lab

by hrnt25

Hrnt25/3E_AI_Learning_Level2_Lab

The Trench MCP Server

by jasonmeverett

MCP server for controlling satellite ground station operations in the Trench simulation, including pass management, downlink control, and antenna pointing.

jasonmeverett/the-trench-mcp

skills-mcp

by afriemann

An MCP server that lets AI agents browse and fetch skills from remote registries — GitHub repositories or direct HTTP URLs — without installing them locally first.

afriemann/skills-mcp

Deadline MCP Server

by officefiction

Provides AI access to a Thinkbox Deadline 10 render farm via its Web Service REST API, exposing 18 tools for farm status, job management, and monitoring through MCP.

officefiction/deadline-mcp-server