The MCP Trust Index.

Canon MCP

by ediardo

MCP server for Canon Cameras via CCAPI

ediardo/canon-mcp

NapCat MCP Server

by 1021143806

Enables interaction with NapCat QQ bot APIs for group management, messaging, and system operations. Supports HTTP and WebSocket modes with security features like group restrictions and readonly mode.

1021143806/napcat_mcp

Marketing Brain

by felipe-cal

Provides standardized brand guidelines and structured content templates for marketing assets like blogs, emails, and social media. It serves as a central source of truth for brand voice and strategy through an extensible file-based system.

Felipe-Cal/marketing-brain-mcp

openai-gpt-image-1-mcp

by devrico003

Provides AI agents and coding assistants with image generation and editing capabilities using OpenAI's GPT-image-1 model, with support for local or Supabase storage.

DevRico003/openai-gpt-image-1-mcp

wazuh-mcp-server

by sbharadwaj05

AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR for alert triage, threat hunting, compliance audits, and incident response through natural language prompts.

Sbharadwaj05/sb-siem-mcp

schema-engram-mcp

by wabox32

An MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.

wabox32/schema-mcp

JACTUS MCP Server

by pedronahum

Enables AI assistants like Claude to discover, validate, and simulate all 18 ACTUS financial contract types using JACTUS, with tools for contract simulation, risk computation, and portfolio analysis.

pedronahum/JACTUS-MCP

MCP Server

by cybertcode

Provides SMTP integration for sending HTML emails and specialized prompts for intent detection and client information extraction. It enables LLMs to automate personalized email workflows and structure user communication data.

cybertcode/MCP-SERVER

historia-mcp

by gabrielmahia

MCP server providing access to Kenya and East Africa historical archives, including timelines, independence leaders, cultural heritage sites, ethnic groups guide, oral history resources, and historical documents.

gabrielmahia/historia-mcp

Pokemon MCP Server

by sameernayeema8

Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon information and manage tournament squads. It enables AI agents to retrieve live data on popular picks and specific Pokémon stats using the Model Context Protocol.

Sameernayeema8/MCP-Server

Constructora Colombia MCP Server

by kevinbolanos00

Provides intelligent construction quotation and cost lookup for Colombia, enabling natural language queries for activities, categories, and detailed pricing from an Excel database.

kevinbolanos00/constructora-mcp

Documentation Fetcher & RAG Search

by mikkelkrogsholm

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

mikkelkrogsholm/documentation-mcp

graph-rag-obsidian

by nickshffer

A local-first Graph-RAG system that combines ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q\&A over your Obsidian vault.

nickshffer/graph-rag-mcp-server

Railway MCP Server

by magnazee

MCP server with Streamable HTTP transport, deployed on Railway, offering tools like weather, BMI calculator, greetings, and question generation.

Magnazee/railwaymcp

LuzzyTool

by luzzymeow

A local smart tool collection based on MCP that enables AI assistants to perform file management, document editing, shell execution, semantic retrieval, and text processing.

LuzzyMeow/LuzzyTool

nutrition-mcp-server

by aiagentkarl

Enables natural language access to USDA's FoodData Central database with 1M+ foods, supporting search, nutrition facts, food comparison, and daily value calculations.

AiAgentKarl/nutrition-mcp-server

perfsonar-mcp

by ajragusa

An MCP server for perfSONAR that enables querying historical network measurements, discovering global testpoints, and scheduling active network tests. It provides tools for monitoring throughput, latency, and packet loss through integration with measurement archives and pScheduler.

ajragusa/perfsonar-mcp

Rubrik Sentinel MCP Tools

by mitchellgulledge3

Enables querying Rubrik Security Cloud protection and threat data in Microsoft Sentinel via KQL-based custom MCP tools for backup posture, compliance, anomaly triage, and recovery readiness.

MitchellGulledge3/rubrik-sentinel-mcp-tools

researcher

by mareurs

Fast AI research agent in Rust that plans sub-questions, searches the web, scrapes sources in parallel, and writes comprehensive markdown reports.

mareurs/researcher

avm-mcp-server

by stefanstranger

MCP server for discovering and exploring Azure Verified Modules (AVM) from the Bicep Public Registry, enabling AI agents to search, retrieve module details, and access documentation.

stefanstranger/avm-mcp-server

Oblique Strategies MCP Server

by lmorchard

Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck to help users overcome creative blocks through lateral thinking. It enables searching and retrieving random prompts from various editions, including collections adapted specifically for programmers.

lmorchard/oblique-strategies-mcp

mcp-bookmark-server

by preedew17

Enables AI assistants to save and search bookmarks using OpenAI's RAG capabilities for intelligent bookmark management and retrieval.

preedew17/mcp-bookmark

Legal AI MCP Server

by bharatlt727

Provides AI-powered legal tools including contract review, drafting, legal research, document summarization, and compliance checks via OpenRouter.

bharatlt727/legal-ai-mcp

transit_functiongemma_mcp

by sasanokusa

Generates transit route information by routing user queries to MCP tools using a fine-tuned FunctionGemma model, relying on a fixed API for actual transit data and avoiding natural language generation beyond tool calls.

sasanokusa/transit_functiongemma_mcp

mcp-math

by mikeybeez

Provides exact arithmetic and verification tools using SymPy and fractions to solve math competition problems precisely. It enables users to perform rigorous calculations and export notebook-ready Python code for further analysis.

MikeyBeez/mcp-math

mcp-builder-mcp

by charley-forey-ai

Provides OpenAPI validation and analysis tools to assist developers in building Model Context Protocol servers. It generates developer context and specific agent prompts based on API specifications to streamline the creation of agentic workflows.

Charley-Forey-AI/mcp-builder-mcp

mcp-codebase-oracle

by iamseyhmus7

Analyzes software projects to extract architecture, build dependency graphs, and predict the impact of code changes.

iamseyhmus7/mcp-codebase-oracle

SQLGenius

by pawankumar94

SQLGenius is an MCP server that enables natural language querying of BigQuery databases using Gemini Pro, with features like schema exploration and query history.

pawankumar94/SQL_MCP_Server

AIVA Credit Card MCP Server

by ankitbhatnagartech

A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Credit Card IVR Integration, bridging core banking mainframes with conversational voice AI frameworks.

ankitbhatnagartech/aiva-creditcard-mcp

adjia/mail-mcp-server

by adjia

Provides complete email management through IMAP and SMTP protocols including folder operations, search, and sending.

adjia/mail-mcp-server

Creator

by angrysky56

Generates custom MCP servers through templates and workflows, enabling rapid prototyping and automated scaffolding of new server implementations with built-in best practices and configuration management.

angrysky56/mcp-creator-mcp

Poke HabitTracker MCP

by smoothiekanoble

Enables Poke to read and update today's HabitTracker habits via Supabase, with tools for listing, completing, uncompleting habits, and viewing a dashboard summary.

smoothiekanoble/poke-mcp

GSC Analyst Connector

by angelsmolyaninova-design

Enables querying Google Search Console data via natural language, providing tools for site traffic analysis, page changes, and optimization opportunities.

angelsmolyaninova-design/gsc-analyst-connector

OriginTrail DKG MCP Server

by origintrail

Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Graph, enabling creation, retrieval, linking, and exchange of verifiable knowledge using natural language and SPARQL queries.

OriginTrail/dkg-mcp-server

docrag

by ryan-m-bishop

Provides RAG (Retrieval Augmented Generation) access to technical documentation through MCP, enabling LLMs to search and retrieve relevant documentation on-demand.

ryan-m-bishop/docrag

ta-lib-mcp

by yalcin

Read-only Python MCP server for TA-Lib indicator discovery and computation.

yalcin/ta-lib-mcp

mlbb-mcp

by cebarrett

Enables querying Mobile Legends: Bang Bang hero data including win rates, counters, synergies, and builds via natural language.

cebarrett/mlbb-mcp

VnExpress Tool

by ngthhoang

Enables fetching latest news from VnExpress.net, including categories, search, and article content retrieval.

Ngthhoang/mcp-ricky-ai-bot

Homelab MCP starter

by sailfact

A minimal MCP server for homelab environments, providing demo tools like ping and echo over Streamable HTTP for testing client-server integration.

sailfact/MCP-SERVER

omni-video-mcp

by buildwithtaza

An MCP server that transforms LLM-enabled IDEs into professional video editors by pre-processing footage into text proxies, generating motion graphics via HTML/CSS, and orchestrating complex FFmpeg renders.

buildwithtaza/omni-video-mcp

Math MCP Server

by amichae2

Exposes a broad mathematics toolkit including symbolic algebra, calculus, numerical methods, linear algebra, statistics, discrete math, graph theory, rendering, and optional GPU acceleration via MCP tools for use with Claude Desktop and other MCP hosts.

amichae2/Math_MCP

Glassdoor Reviews API

by johnisanerd

Extracts Glassdoor employer reviews and returns them as structured JSON, usable as an MCP tool in AI agents.

johnisanerd/Apify-Glassdoor-Reviews-API

web-search-mcp

by victormacaubas

A local MCP server that gives Claude Code web search capabilities using DuckDuckGo, enabling discovery of URLs from natural language queries.

victormacaubas/web-search-mcp

Salesforce MCP Server

by lokimcpuniverse

A customizable MCP server for integrating Salesforce APIs with GenAI applications, supporting SOQL queries, record CRUD, metadata access, and more.

LokiMCPUniverse/salesforce-mcp-server

Schemdraw MCP Server

by fukayatti

Enables AI assistants like Claude to create and edit electronic circuit diagrams using the schemdraw library through the Model Context Protocol.

fukayatti/schemdraw-mcp-server

Cocktails RAG MCP Server

by 00200200

Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) pipeline powered by LangChain, FAISS, and Groq. It enables users to search for cocktail recipes and receive personalized drink suggestions through natural language.

00200200/cocktails-rag-mcp

mcp-oraclefusion

by elabbarw

Read-only access to Oracle Fusion Cloud ERP data via natural language queries, with support for accounts payable, procurement, general ledger, and more.

elabbarw/mcp-oraclefusion

Neuro MCP V2

by arks-06

Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O, live web search, and local emotional intelligence using a local ChromaDB and Hugging Face model.

Arks-06/neuro_mcp_v2

ollama-vision-mcp

by ntzy123

Enables text-only AI models to analyze images via local Ollama multimodal models. Supports image analysis, OCR, and multi-image comparison entirely offline.

Ntzy123/ollama-vision-mcp

apple-fm-mcp

by sophiacave

Exposes Apple's on-device 3B parameter LLM to Claude Code and Claude Desktop via MCP. Zero API cost, fully private, runs on Neural Engine.

sophiacave/apple-fm-mcp