The MCP Trust Index.

Salesmate MCP Server

by arnav-chauhan-kgpian

A production-ready MCP server that exposes the Salesmate CRM to Claude Desktop, enabling search, update, and creation of contacts, deals, tasks, notes, and activities.

arnav-chauhan-kgpian/salesmate-mcp

MCP File Assistant

by kaviyasree27

MCP server that allows AI agents to read, search, summarize, and answer questions about local PDF, DOCX, XLSX, and TXT files through five tools.

Kaviyasree27/MCP-File-Assistant-with-Claude-Desktop-integration

Amazing-Marvin-MCP

by bgheneti

Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

bgheneti/Amazing-Marvin-MCP

SignNow API Helper MCP

by signnow

Enables developers to interact with SignNow API for document signing workflows, providing documentation access, code examples, and authentication help.

signnow/sn-api-helper-mcp

MCP Data Server

by boettiger-lab

An MCP server that connects AI agents to cloud-native geospatial data via STAC metadata and DuckDB with H3 spatial indexing, enabling zero-configuration SQL queries on terabyte-scale datasets over S3.

boettiger-lab/mcp-data-server

Lead-generator-mcp-server

by 4darsh-dev

A mcp server for leads generator using google maps through playright

4darsh-Dev/Lead-generator-mcp-server

mcp-domain-availability

by imprvhub

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

imprvhub/mcp-domain-availability

MCP Reddit Server

by aanerud

A comprehensive MCP server for Reddit that provides 8 tools for fetching posts, comments, and subreddit info, plus a REST API and Azure deployment support.

Aanerud/Reddit-MCP

Google Scholar MCP Server

by arrogant-r

Enables AI assistants to search and access academic papers from Google Scholar via MCP protocol, with support for keyword, author, and year filtering, CAPTCHA handling, and BibTeX retrieval.

arrogant-R/google_scholar_mcp

SmartPark Reservation MCP Server

by polloter130

Enables administrators to securely record approved parking reservations to a durable text file with validation, concurrency safety, and audit logging.

polloter130/Process-confirmed-reservation-by-using-MCP-server-STAGE-3

web-search-mcp

by dshein-alt

Provides web search and page fetch capabilities using a browser-based approach, enabling LLMs to search DuckDuckGo, Google, or Yandex and retrieve rendered HTML from URLs.

dshein-alt/crawly-mcp

System R Risk Intelligence

by system-r-ai

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

System-R-AI/systemr-python

snipara-mcp

by alopez3006

Lightweight MCP connector that provides persistent project memory and context optimization for AI agents via Snipara's hosted APIs.

alopez3006/snipara-mcp

resume-markdown-mcp

by ailenshen

Write your resume in Markdown and export to PDF with AI assistance, using a built-in stylesheet and tools for conversion.

ailenshen/resume-markdown-mcp

n8n-fabric

by ry-ops

Wraps n8n with an MCP server and vector storage to enable semantic search, management, and execution of automated workflows. It integrates with other tools to make workflows searchable and orchestratable within a larger automation ecosystem.

ry-ops/n8n-fabric

mcp-walmart-ads

by alyiox

MCP server for Walmart Connect Ads APIs, enabling AI agents to execute any Sponsored Search or Display API endpoint with automatic RSA-SHA256 signing and download display snapshots.

alyiox/mcp-walmart-ads

memory-quality-mcp

by ladyiceberg

Audits your Claude Code memory store with 4-dimension quality scoring and actionable cleanup recommendations, including a visual dashboard.

ladyiceberg/memory-quality-mcp

Raley

by johnzfitch

Automated grocery shopping assistant with intelligent unit pricing and automatic coupon clipping, enabling AI to search products, manage carts, and plan grocery runs via Claude Desktop or CLI.

johnzfitch/raley-bot

Elasticsearch MCP Server

by sajitsasi

MCP server that provides tools and resources to interact with Elasticsearch clusters, including listing indices, searching, and retrieving mappings.

sajitsasi/es_mcp_server

reddit-marketing

by 1036007003-wq

AI-powered Reddit marketing automation via Model Context Protocol, enabling smart search, audience analysis, engagement finding, and comment generation.

1036007003-wq/reddit-mcp-server

Hecatoncheire MCP

by srose69

Multi-agent continuous development system with local LLM orchestration.

srose69/hecatoncheire

arxiv-smart-mcp

by florianbuetow

MCP server for searching and reading arXiv papers from AI assistants, with built-in rate limiting to avoid API blocks.

florianbuetow/arxiv-smart-mcp

md2doc

by fengredrum

Converts Markdown files to Word documents with Chinese official document formatting, and provides semantic analysis to generate revision suggestions.

fengredrum/md2doc

finwatch-mcp

by geraldo96

Enables natural language portfolio monitoring, risk analysis, and compliance checking with tools for real-time portfolio status, risk metrics, anomaly detection, SEC filings search, market KPIs, and compliance validation.

geraldo96/finwatch-mcp

central-mcp-server

by karthikskumar98

Enables AI assistants to query HPE Aruba Networking Central data (sites, devices, clients, alerts, events) through natural language.

KarthikSKumar98/central-mcp-server

k8s-mcp-server

by sarah-salah

An MCP server that lets AI assistants safely inspect and operate on Kubernetes clusters through natural conversation.

Sarah-Salah/k8s-mcp-server

mcp-canon

by tripcher

Universal MCP knowledge server for LLM agents, powered by local RAG, providing domain-specific best practices and playbooks across software engineering, marketing, video editing, and other knowledge areas.

tripcher/canon

Reddit MCP

by fastmcp-me

Enables browsing, searching, and reading Reddit posts, comments, and subreddits through Reddit's API using PRAW.

fastmcp-me/reddit-mcp-gridfireai

chuk-mcp-geocoder

by fastmcp-me

Provides forward/reverse geocoding, bounding box extraction, nearby places discovery, batch geocoding, route waypoints, and administrative boundary lookup using OpenStreetMap data.

fastmcp-me/chuk-mcp-geocoder

HubSpot Email MCP Server

by bcousin93

Enables Claude Code to create HubSpot marketing email drafts from Markdown and Word documents with automatic image handling and brand guidelines.

bcousin93/hubspot-email-mcp

gong-mcp

by crmchattie

Enables querying Gong calls and transcripts through natural language, allowing users to list calls with date filtering and retrieve detailed transcripts with participant context.

crmchattie/gong-mcp

Survey Insight MCP Server

by sinjorjob

Analyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.

sinjorjob/survey-insight-mcp

mcp-shellcheck

by ev3lynx727

MCP server that provides shell script linting via ShellCheck. Allows AI agents to analyze shell scripts for common errors, stylistic issues, and potential bugs.

Ev3lynx727/mcp-shellcheck

Qontinui Web MCP Server

by qontinui

Enables AI assistants to create and manage visual automation configurations, workflows, and UI states through the Qontinui API. It supports project management, workflow execution, and configuration handling for automated web interactions.

qontinui/qontinui-web-mcp

KiCad MCP SEA

by fadhilmayati

Audits KiCad PCB designs against South-East Asian fab capabilities using an IPC-compatible DFM rules engine with optional AI review via Ollama.

fadhilmayati/kicad-mcp-sea

ccontext

by chesterra

Provides AI agents with persistent execution context across sessions through local YAML files, enabling shared memory, task tracking, milestone management, and context hygiene for single or multi-agent workflows.

ChesterRa/ccontext

skill-cb-analyzer

by fuwentao03

Enables AI agents to run comprehensive Chinese convertible bond analysis with 21 signal detectors, option pricing, and backtest reports.

fuwentao03/skill-cb-analyzer

Complete Google Ads API v21 MCP Server

by ds-web1

Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.

DS-WEB1/google-ads-mcp-complete

web-ui-component-spec-mcp

by gcsebas99

Provides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.

gcsebas99/web-ui-component-spec-mcp

colabfit-mcp

by colabfit

An MCP server for discovering ColabFit materials science datasets and training MACE interatomic potentials on local hardware, enabling AI assistants to search, download, train, and validate models.

colabfit/colabfit-mcp

mcp-server-clash-verge

by is5416

MCP server for Clash Verge Rev that lets AI agents control your proxy — switch nodes, change modes, reload config, test latency — directly from conversation.

IS5416/mcp-server-clash-verge

Chaos Mesh MCP Server

by ernestolee13

Enables AI assistants to perform chaos engineering and resilience testing on Kubernetes clusters through Chaos Mesh. Supports creating and managing 24 types of chaos experiments including network failures, stress tests, pod disruptions, and I/O faults through natural language conversations.

ernestolee13/chaos-mesh-mcp

mcp-kicad-sch-api

by circuit-synth

MCP server for creating, modifying, and analyzing KiCAD schematic files using natural language.

circuit-synth/mcp-kicad-sch-api

MCP Traits Matcher

by waifuai

A personality analysis server that creates persons with traits, adds descriptions to update personality, and finds matches for job descriptions using Euclidean distance.

waifuai/mcp-traits-matcher

echo-sentiment-mcp

by mikedorian375

Provides real-time XLM (Stellar) market sentiment as a tool, computed from a keyless composite of the Crypto Fear & Greed Index, SDEX order-flow imbalance, and 24h price momentum. Enables users to get deterministic sentiment scores and market data without any API keys or paid data feeds.

MikeDorian375/echo-sentiment-mcp

Loom MCP Server

by shinydrift

Exposes Iceberg-backed ontology objects, links, and actions as typed MCP tools for LLM agents, enabling governed data access and operations without raw SQL.

shinydrift/loom-ontology

Bitrix24 MCP Server

by rusnetru

Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools, including searching and managing contacts, deals, leads, tasks, and replying in chats.

rusnetru/bitrix24-mcp