The MCP Trust Index.

waydroid-mcp

by yeedochi

Enables agents to interact with Android via text-based UI trees instead of screenshots, supporting taps, swipes, input, macro recording, and device control through an MCP server and CLI.

YeeDochi/waydroid-mcp

MCP Server

by shresthaankit

Integrate your applications with real-world data and tools seamlessly. Access files, databases, and APIs while leveraging the power of language models to enhance your workflows. Simplify complex interactions and automate tasks with a standardized protocol.

ShresthaAnkit/mcpserver

AI Context Manager

by dannybombastic

Manages .ai/ workspace folder, syncs assets with a cloud service, and generates environment-specific bootstrap files for AI context management.

dannybombastic/mcp-standard-ai

XLMCP

by xlydiansoftware

Enables Claude Code to interact with Jupyter notebooks, perform semantic search over knowledge files, and manage research projects.

xLydianSoftware/aix

uk-tides-mcp

by kaihendry

MCP server for UK tide times

kaihendry/uk-tides-mcp

xingce-solver

by heihei999

MCP server for structured civil service exam question solving based on Huasheng's methodology, providing question routing, method retrieval, and guided analysis prompts.

heihei999/huasheng-mcp

bioevidence-mcp

by mihir19

Evidence-grounded biomedical retrieval and summarization through the Model Context Protocol, enabling queries for biomedical evidence with citation-backed results.

mihir19/bioevidence-mcp

SIN-Code-Frontend-Design-Skill

by opensin-code

Provides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.

OpenSIN-Code/SIN-Code-Frontend-Design-Skill

Daily Standup Digest Bot MCP Server

by saahask18

Exposes standup workflow tools (list members, start standup, record replies, list non-responders, generate digest) and skill resources via MCP, enabling AI agents to automate standup collection and summarization without direct Slack access.

SaahasK18/daily-standup-digest-bot

mcp-decision-lab

by alebrito124356

MCP server that enables structured decision-making using weighted decision matrices, sensitivity analysis, and robust recommendations.

AleBrito124356/mcp-decision-lab

Trademark Big Data MCP Server

by handaas

Provides comprehensive trademark information services, including fuzzy company search, detailed trademark status tracking, and statistical analysis. Users can analyze trademark portfolios by tracking application trends, registration data, and category distributions for specific companies.

handaas/trademark-mcp-server

roshan-baaz-mcp

by dwin-gharibi

Enables semantic search and retrieval for Persian content through Roshan AI's Baaz service, wrapped as MCP tools with support for multi-instance self-hosted deployments.

dwin-gharibi/roshan-baaz-mcp

camt-exceptions

by sebastienrousseau

Generates and validates ISO 20022 Exceptions & Investigations payment cancellation messages (camt.056) with XSD validation.

sebastienrousseau/camt-exceptions

R2-D2

by dreliq9

An MCP server for Star Wars Unlimited that provides card search, deck building, format validation, meta analysis, and two-player game simulation through Claude or any MCP-compatible client.

dreliq9/r2-d2

SKILLful MCP Docx Processor

by zeke118

A Word document processing MCP server that exposes a single tool (docx_process) routing to 63 operations covering creation, editing, formatting, and querying, with on-demand skill loading for context efficiency.

Zeke118/SKILLful-mcp-docx-processor

AceDataCloud Flux

by acedatacloud

Flux AI image generation and editing through the AceDataCloud API platform.

acedatacloud/fluxmcp

PhillyMesh_Meshtastic_firmware

by tasmaniandroid

Meshtastic fork for the PhillyMesh MicroNode

tasmaniandroid/PhillyMesh_Meshtastic_firmware

Yandex Direct MCP Server

by olegradinuk

Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run protection preventing accidental spending.

OlegRadinuk/yandex-direct-mcp

lambdacad-mcp

by psalmustrack

MCP server that lets AI draw in AutoLISP-capable CAD (reference BricsCAD on Linux) via a file bridge, enabling 2D drafting, 3D solid modeling, and verification with 100 tools.

Psalmustrack/lambdacad-mcp

SimpleShop MCP

by mikz

A read-only MCP server for SimpleShop accounting data, enabling AI agents to find documents, download PDFs, inspect products, and review sales exports.

mikz/simpleshop-mcp

RVTDocs MCP

by trgiangv

Enables deterministic querying of RVTDocs documentation with tools for fetching, scanning, and debugging documentation content.

trgiangv/rvtdocs-mcp

mcp-tellus-search

by senzg

Enables Claude to search for geo entities such as cities, airports, and hotels using Skyscanner's Tellus API. Supports entity lookup, search by type/location, fetching children, and nearby entities.

senzg/mcp-tellus-search

browsegrab

by quartzunit

A token-efficient browser automation server that enables LLMs to navigate websites, click elements, and extract content using accessibility trees and markdown conversion. It provides eight tools for lightweight browser interaction optimized for performance with local LLM endpoints.

QuartzUnit/browsegrab

AOL Mail MCP Server

by kubegrind

Enables reading, searching, sending, and managing AOL Mail emails and folders via natural language, compatible with VS Code Copilot and Claude Desktop.

kubegrind/aol-mcp-server

fluid-postgres-mcp

by povesma

A PostgreSQL MCP server for AI agents that streams large result sets to CSV, enforces per-query timeouts, auto-reconnects with backoff, and supports long-running tunnel scripts with credential rotation.

povesma/fluid-postgres-mcp

glm-vision

by yblt

MCP server that gives text-only models vision capabilities via free GLM vision models, supporting image description, OCR, chart/document analysis, and grounding with automatic model fallback.

yblt/glm-vision

git-perf

by hqit

MCP server for git-perf, a Git performance/review ledger. Enables agents to record and query performance review data via REST and MCP, with a web interface.

HQIT/dios-mcp-git-perf

ContextPulse

by contextpulse

Lets AI assistants understand what you're working on — current screen content, recent dictation, clipboard, and saved notes — running entirely on your own machine with nothing sent to the cloud.

ContextPulse/contextpulse

statistician-mcp

by ypotheto

A virtual statistician MCP server that provides real statistical methods—design of experiments, hypothesis testing, regression, SPC, MSA—via tested Python libraries, with plain-language interpretations and plotted outputs.

ypotheto/statistician-mcp

DiegoBr4nd/godot-gut-mcp

by diegobr4nd

Enables AI assistants to run Godot unit tests using GUT and read results in a structured format

DiegoBr4nd/godot-gut-mcp

Dreambot-Scripting-MCP

by jakedahl

Scripting MCP for writing runescape bots with an MCP to reference the bot scripting documentation.

JakeDahl/Dreambot-Scripting-MCP

Claude Fedora Bridge

by cx188

A local MCP server that gives Claude in the browser tools to interact with a Fedora machine, including file operations, system diagnostics, build tasks, and root actions via Polkit.

Cx188/Bridge-MCP-for-claude-users-on-Fedora

a-share-mcp

by kissjerryfan

Enables users to query Chinese A-share stock data, including stock basics, historical prices, financial reports, and macroeconomic indicators.

kissjerryfan/mcp_server

NotebookLM MCP Server

by pavelguzenfeld

Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sources, chat, artifacts, and research via natural language.

PavelGuzenfeld/notebooklm-mcp

mcp-server-mssql

by daedalus

Provides tools to connect, query, and manage Microsoft SQL Server databases through the MCP protocol, including support for stored procedures, transactions, and schema inspection.

daedalus/mcp-server-mssql

Productboard MCP — Curve & Flex

by lukeanderson-code

Enables reading and writing Productboard data via MCP tools, with Google OAuth login, per-user allowlist, and workspace binding for secure, audited access.

lukeanderson-code/productboard-mcp

comfyui-mcp-server

by sumitchatterjee13

Enables AI assistants to generate images using ComfyUI by exposing tools for image generation, batch processing, and status checking through the Model Context Protocol.

sumitchatterjee13/comfyui-mcp-server

ICPQuery-MCP

by helgayhub233

MCP server for querying ICP filing information and illegal blacklist data for websites, apps, mini-programs, and quick apps.

helGayhub233/ICPQuery-MCP

Brand Images → Notion

by jacobwjs

Enriches Claude with tools to generate brand-consistent images using OpenAI's gpt-image-2 and upload them directly to Notion pages.

jacobwjs/brand-images-to-notion

Freqtrade-MCP

by worlddebugger

Integrates with the Freqtrade cryptocurrency trading bot via its REST API to enable AI-driven automated trading and bot management. It allows users to fetch market data, monitor performance, manage whitelists, and execute trades through natural language.

worlddebugger/freqtrade-mcp

MCP Data Integration Server

by rjrohan47

Enables reading, normalizing, validating, merging, and exporting data from Excel, CSV, JSON, and SQLite sources into a unified schema, with tools exposed via FastMCP.

RJrohan47/MCP_Data_Pipeline

Splunk SOAR MCP Server

by ewiges-m

Enables AI assistants to operate a Splunk SOAR instance headlessly via its REST API, supporting container triage, playbook authoring and execution, and asset management.

Ewiges-M/splunk-soar-mcp

mem9

by luuhung93

Mem9 is an open-source, project-scoped memory service for Codex, Claude, and other MCP-compatible coding agents. It keeps durable project knowledge and CLI session metadata available across tools and conversations.

luuhung93/mem9

PromptSmith

by blinkvoid

An MCP server that provides 'Reasoning as a Service' by analyzing tasks to select and generate meta-prompts from 40 distinct reasoning frameworks. It enables AI agents to optimize their execution strategy based on task complexity and category, featuring tools for strategy recommendation and performance tracking.

BlinkVoid/PromptCore

FastMCP Quickstart for Smithery

by smartmanoj

Provide a simple MCP server with a greeting tool to enable interactive development and testing of MCP tools. Facilitate rapid iteration and debugging through integration with the Smithery Playground. Deploy easily to Smithery for HTTP access and MCP client compatibility.

SmartManoj/smithery-fastmcp-quickstart

SQLite MCP Server

by enesmanan

Provides read and write access to multiple SQLite databases through the Model Context Protocol, with safety features like parameterized queries and required WHERE clauses for destructive operations.

enesmanan/sqlite-mcp-server

AssemblyLine MCP

by saucetaster

Enables AI clients to submit files, hashes, and URLs for malware analysis, retrieve results, search across AssemblyLine indices, and triage alerts, all through the Model Context Protocol.

SauceTaster/assemblyline-mcp