The MCP Trust Index.

BTSP MCP Server

by rajneesh-rana

Enables managing BTSP tickets, downloading logs, and searching tickets via natural language.

rajneesh-rana/mcp-server

Vizdown-MCP

by rutika196

Converts Markdown files into professional diagrams such as flowcharts, mind maps, and architecture diagrams using Mermaid.js and custom SVG renderers. It enables users to list, render, and export visualizations in multiple formats including SVG, PNG, and PDF.

rutika196/clarity-beta

graphforge-neo4j MCP server

by vinothhacks

Enables querying a Neo4j knowledge graph built from Git repositories and relational database schemas via MCP, with tools for schema inspection, Cypher queries, and searching code and database entities.

vinothhacks/graphforge-neo4j

gsheetmcp

by kientv

MCP server to read public Google Sheets data via gviz endpoint, no authentication needed. Supports column filtering and returns structured JSON.

kientv/gsheetmcp

fmp-mcp

by henrysouchien

Enables AI agents to analyze stocks, screen markets, compare peers, read earnings calls, and track sector rotations using live financial data from Financial Modeling Prep.

henrysouchien/fmp-mcp

duplicati-mcp

by kcofoni

MCP server for managing Duplicati backups from an LLM.

kcofoni/duplicati-mcp

twilio-mcp

by chenzhaoxuan0

MCP server for Twilio communications, enabling SMS/MMS sending, message listing, outbound calls, and phone number lookup.

chenzhaoxuan0/twilio-mcp

Social Media AI MCP

by csoai-org

Social Media AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/social-media-ai-mcp

econ-r-mcp

by emmanueltsallis

econ-r-mcp is a local MCP server plus companion skill for reproducible applied econometrics and statistics workflows powered by headless R execution.

emmanueltsallis/econ-r-mcp

MCP Smart Searcher

by pxsr

A smart MCP server for multi-engine web search with AI-powered results, supporting 6 search engines and web content extraction.

PXSR/mcp-smart-searcher

evergreen-mcp-server

by evergreen-ci

MCP server for MongoDB's Evergreen CI/CD platform, enabling AI assistants to manage projects, analyze builds, and troubleshoot failures via natural language.

evergreen-ci/evergreen-mcp-server

TMD Weather MCP Server

by peemwsr

Provides weather data from the Thai Meteorological Department (TMD) with tools for querying stations, weather by province, and summaries, deployable via Docker or remote server.

Peemwsr/tmd-weather-mcp

fortigate-mcp

by irfanharis

An MCP server for managing and monitoring FortiGate firewalls via the FortiOS REST API, enabling natural language queries for status, policies, VPNs, and sessions.

irfanharis/fortigate-mcp

Hootsuite MCP Server

by lokimcpuniverse

Integrates Hootsuite social media management with AI assistants, enabling post creation, scheduling, analytics, and profile management through natural language.

LokiMCPUniverse/hootsuite-mcp-server

Concierge Voyage MCP

by wassima-azzouzi

An interactive travel planning server that integrates flight searching, weather forecasting, and route calculation through external APIs like Amadeus and OpenWeather. It uses the Model Context Protocol to enable AI assistants to autonomously manage travel logistics and discover local services.

wassima-azzouzi/concierge-voyage-mcp

OpenBrowser

by buildingopen

Enables AI tools to browse the web as the user by providing access to a persistent browser session with logged-in accounts, supporting recipes for email, PRs, calendar, and more.

buildingopen/openbrowser

Watermarking Authenticity MCP

by csoai-org

Provides AI content watermarking and C2PA compliance for EU AI Act Article 50, enabling detection, verification, and batch processing of authenticated content.

CSOAI-ORG/watermarking-authenticity-mcp

jupyter-kernel-mcp

by qtalen

An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI assistants to read, create, edit, execute, and manage Jupyter Notebooks as MCP tools.

qtalen/jupyter-mcp-kernel

sasya-arogya-mcp

by cds-9-group-6

Repository for MCP Server code which would be used by Sasya Arogya App

cds-9-group-6/sasya-arogya-mcp

webmcp

by authbits

MCP server for web search and content extraction using DuckDuckGo or SearXNG, with Playwright-based fetching and LLM-powered data extraction.

AuthBits/webmcp

sre-toolkit-mcp

by arpothireddy

Enables LLM agents to perform SRE reliability calculations like error budgets and burn rates using deterministic tools, integrating with Prometheus and Loki for real data.

arpothireddy/sre-toolkit-mcp

Open Brain MCP

by lazo99

A self-hosted second brain MCP server that enables capturing thoughts with deduplication and semantic search using local embeddings and PostgreSQL with pgvector, all running on your own hardware.

lazo99/open-brain-mcp

carbon-footprint-mcp

by mayanktalwar0

An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

MayankTalwar0/carbon-footprint-mcp

Flighty MCP

by lukashaas

Enables AI assistants to access and manage your Flighty flight data directly from the local macOS app database, supporting flight lists, status, searches, additions, and more.

LukasHaas/flighty-mcp

SF Symbols MCP

by ygrec-app

MCP server for searching and exporting Apple SF Symbols as true vector SVGs.

ygrec-app/sf-symbols-mcp

calseta

by jordansy1

Open-source, self-hostable SOC data platform built for AI agent consumption

jordansy1/calseta

memroach_mcp_server

by biplav-crl

Backs your AI coding agent's memories, skills, and settings to CockroachDB with automatic sync, hybrid semantic+keyword search, knowledge graph, smart context priming, and 16 MCP tools for cross-machine memory management.

biplav-crl/memroach

mcp-zettel

by dhruvpatel1706

An MCP server that provides Claude and other MCP clients with persistent memory through a Zettelkasten knowledge base of interconnected markdown notes. It enables LLMs to create, search, link, and reference atomic notes across sessions without requiring manual copy-pasting.

dhruvpatel1706/mcp-zettel

nexla-document-qa-mcp

by pshinde630

A local MCP server that answers natural language questions over a collection of research PDFs, using semantic retrieval and Gemini for grounded answers with citations.

PShinde630/nexla-document-qa-mcp

hermetic-ai

by ramz369

Enables code verification with skepticism, forensic analysis, memory management, project detection, and sequential thinking through the Hermetic AI platform.

Ramz369/hermetic-ai-mcp

gfi-scout

by rajveerx11

MCP server that finds beginner-friendly GitHub issues ranked by likelihood of successful contribution, with repo health scoring and issue status checks via the GitHub API.

Rajveerx11/gfi-scout

AgentOS Knowledge MCP Server

by suriya-prakash-murugan

Provides document search, context retrieval, and indexing tools for AgentOS agents to query pharma documents with grounded citations.

suriya-prakash-murugan/AgentOS-Knowledge

karst

by moin105

MCP server for local codebase analysis, enabling semantic code search, impact analysis, and pack-scoped retrieval with cited file:line results.

Moin105/karst

PinRAG

by ndjordjevic

RAG MCP server for PDFs, YouTube, GitHub repos, and Discord exports. Index documents and query with citations via LangChain and Chroma.

ndjordjevic/pinrag

raise-hand-mcp

by jjjpanda

Enables AI agents to send a distress call to a Discord channel and wait for human input, capturing replies or reactions to resume work.

jjjpanda/raise-hand-mcp

Velociraptor Forensic MCP Server

by hackerobi

This MCP server connects Claude Desktop to a Velociraptor instance and local forensic tools. It enables remote endpoint investigation and local evidence analysis through natural language commands.

Hackerobi/velociraptor-forensic-mcp

ebay-mcp

by jnslmk

An MCP server that lets an LLM search and inspect eBay listings through the official Browse API.

jnslmk/ebay-mcp

flowspec

by jpoley

flowspec is a deliberate implementation of spec-kit & backlog md with task memory

jpoley/flowspec

appium-mcp-server

by argneshu

Provides Appium mobile automation capabilities to Claude and other MCP-compatible clients, enabling cross-platform iOS and Android automation, element interaction, and session management.

argneshu/appium-mcp-server

paper-search-mcp

by bbutlerau

Enables searching scholarly literature across CrossRef, ERIC, Semantic Scholar, and OpenAlex, and retrieving open-access PDFs via Unpaywall.

bbutlerau/paper-search-mcp

solocrawl

by hlavacm

Enables web search, scraping, and live package version lookup for local LLMs, with no API keys required.

hlavacm/solocrawl

correctover-runtime-guard

by correctover

Provides real-time RCE, SSRF, and env leak interception for AI tool calls, with MCP server mode offering diagnostic and repair suggestions.

Correctover/runtime-guard

T5Chem MCP Server

by bugatti742

Enables chemical reaction predictions (retrosynthesis, product, reagents), molecule validation, and property calculation through the Model Context Protocol, integrating with AI assistants.

bugatti742/t5chem

Taipei Zoo Guide (mcp-tw-zoo)

by simonliu-moltbot

Provides information about animals at the Taipei Zoo, including their habits, habitats, and distribution across various park areas. It enables users to search for specific animals and browse regional guides using data from the Taipei City Open Data platform.

simonliu-moltbot/mcp-tw-zoo

Smartschool MCP Server

by maurodruwel

Connect Claude and other MCP clients to your Smartschool account to ask about grades, assignments, messages, and your schedule in plain language.

MauroDruwel/Smartschool-MCP

Channel Brains

by pu11en

Local MCP server that indexes public YouTube captions into a searchable SQLite FTS5 database, enabling timestamped search and transcript retrieval without an API key.

Pu11en/channel-brains

Action Guard

by anon767

Policy-based tool filtering library for MCP deployments to control and restrict tool execution.

anon767/mcp-action-guard