The MCP Trust Index.

Expense Tracker MCP Server

by arprovat

Enables users to manage personal expenses through natural conversation with Claude, including adding, updating, deleting expenses, and viewing summaries by category or date range.

ArProvat/Expense_tracker_MCP

Kali-Mcp-Toolkit

by trymonoly

An MCP server that exposes over 500 Kali Linux security tools to AI models for automated penetration testing and security auditing. It includes modules for tool execution, interactive terminal management, and sandboxed code editing across 12 security categories.

trymonoly/Kali-Mcp-Toolkit

aegis-dq

by aegis-dq

Agentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.

aegis-dq/aegis-dq

odoo-mcp-simple

by fsmw

MCP server to connect Claude with Odoo 18, enabling CRUD operations on Odoo models via natural language.

fsmw/odoo-mcp-simple

golden-dataset-mcp

by nipunkhanderia

Enables version-controlled golden dataset management and semantic evaluation for RAG/LLM pipelines using TF-IDF cosine similarity, without requiring an LLM API key.

nipunkhanderia/golden-dataset-mcp

Miles0sage/twitter-mcp

by miles0sage

Enables AI agents to interact with Twitter/X through Playwright browser automation without requiring an official API key. It provides tools for posting content, searching tweets, reading feeds, and managing social interactions like follows and likes.

Miles0sage/twitter-mcp

TMDB MCP Server

by amruth2507

A robust MCP server that wraps The Movie Database API, enabling LLMs to search movies, get details, popular movies, and recommendations.

Amruth2507/build-custom-mcp

mcp-demo

by xiaosl-cell

一个基于MCP（Model Context Protocol）的服务演示项目，用于展示如何构建和使用MCP服务，实现大模型与工具的交互集成。该项目主要演示了如何创建MCP服务、构建MCP客户端，以及如何利用LLM（大型语言模型）进行工具调用和编排。

xiaosl-cell/mcp-demo

alexandria-mcp

by aidatanordic

Semantic search over 4.6 million text chunks from 20,000+ classical philosophy and humanities works (pre-1928). Covers Aristotle, Plato, Kant, Hegel, Nietzsche and hundreds more. Multilingual: English, German, Latin, French, Italian, Greek, Russian.

AIDataNordic/Alexandria-mcp

mcp-ccnu-lib

by cxdpowered

封装华中师范大学图书馆空间预约系统（包括登录、查座位、预约、取消、暂离等操作）为一组MCP工具，供LLM调用执行。

cxdpowered/mcp-ccnu-lib

fact_checker

by cbwinslow

cbwinslow/fact_checker

Promptbook MCP

by isaacpalomero

A server that stores and semantically searches AI prompts via RAG, enabling developers to reuse prompts from AI coding assistants.

isaacpalomero/promptbook-mcp

skill-attic

by antontheai

📦🧹 The garbage collector your agent skills always needed. Telemetry, scoring, tiering, and archive for AI agent skills.

antontheai/skill-attic

algernon

by sammyboi81

Algernon enables AI assistants to orchestrate a fleet of cheap LLM workers, decomposing goals into tightly-scoped parallel sub-tasks and dispatching them concurrently, so the main model stays context-light and token-efficient.

sammyboi81/algernon

OpenVAS-MCP

by cybersecauto-labs

Self-hosted MCP server that gives AI agents structured access to OpenVAS vulnerability scanning without sending data externally.

CyberSecAuto-Labs/OpenVAS-MCP

Drone Airspace Governance MCP

by csoai-org

Drone Airspace Governance - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/drone-airspace-governance-mcp

Zotero-MCP-lite

by piiinpiiins

This MCP server enables AI assistants like Claude to read and search your local Zotero bibliographic database directly from your machine.

piiinpiiins/Zotero-MCP-lite

hu-eli-mcp

by matematicsolutions

Enables AI agents to query Hungary's official legislation database (NJT) using native ELI identifiers, retrieving metadata and full text with verifiable citations.

matematicsolutions/hu-eli-mcp

wxapkg-mcp

by houxiang676

MCP server for local .wxapkg inspection, decryption, and extraction. Enables listing WeChat Mini Program packages and decrypting/extracting them.

houxiang676/wxapkg-mcp

arcana-mcp

by samelie

Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONNX embeddings. Gives Claude persistent, searchable project knowledge across conversations.

samelie/arcana-mcp

Expenses Tracker MCP Server

by neha-pandey12

Backend MCP server for the Expenses Tracker app, providing APIs to record, retrieve, and report expenses.

Neha-Pandey12/expenses_tracker_remote_mcp_server

Aseprite MCP Server

by zhangdongyang800

Enables AI to create pixel art in Aseprite through pixel-level drawing primitives, read canvas screenshots, and iterate until satisfied.

ZhangDongyang800/Aseprite_MCP

intercom-mcp

by chenzhaoxuan0

Enables to search, view, and interact with Intercom contacts and conversations, including sending customer-visible replies and internal notes.

chenzhaoxuan0/intercom-mcp

obsidian_mcp

by troxeldj

Enables reading, writing, searching, and managing Obsidian vault notes through MCP tools and prompts, allowing AI agents to interact with local knowledge bases.

troxeldj/obsidian_mcp

mcp-pagure

by fatherlinux

Enables AI assistants to manage issues, pull requests, and projects on Pagure instances (pagure.io and self-hosted).

fatherlinux/mcp-pagure

Gmail MCP Local Server

by sachinpandey22

Provides Claude with Gmail capabilities including sending emails, managing drafts, and searching messages.

SachinPandey22/Gmail_mcp_local_server

Memory Search MCP Server

by csoai-org

Persistent memory system for AI agents that records episodic memories with care-weighting and emotional valence, and provides full-text search with temporal chaining and automatic consolidation.

CSOAI-ORG/memory-search-mcp

MCP Tools

by cloud-temple

A passive MCP server that exposes a toolbox of executable tools (shell, network, HTTP, AI search, SSH, S3 file operations) to autonomous agents via Streamable HTTP, with strong security features including Docker sandboxing and WAF.

Cloud-Temple/mcp-tools

ikuai-mcp

by beck-8

MCP server for interacting with iKuai routers, enabling Claude to query system status, manage devices, and configure router settings via natural language.

beck-8/ikuai-mcp

Meditation Guide AI MCP

by csoai-org

Meditation Guide AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/meditation-guide-ai-mcp

Kandilli Deprem MCP Server

by muratti66

Enables fetching latest earthquake data from Kandilli Observatory, searching earthquakes by region, and obtaining regional statistics through MCP tools.

muratti66/mcp-kandilli-deprem

Solar MCP

by ianherzog

An MCP server that enables AI assistants to look up solar permitting authorities, estimate solar production via PVWatts, and retrieve irradiance data. It streamlines the creation of solar-aware workflows by integrating industry-standard APIs like NREL.

ianherzog/solar-mcp

Niagara MCP Server

by hassancr7240-ai

Dynamically discovers and exposes Azure API Management APIs as MCP tools, enabling Copilot Studio to call them via natural language without hardcoding.

hassancr7240-ai/MCP

SCB Open Data

by ashwinvis

Provides access to Statistics Sweden's PxWebApi v2 for browsing, searching, and retrieving Swedish statistical data.

ashwinvis/scb-opendata-mcp

mcp-compensator

by mohithhhh

MCP proxy that journals mutating tool calls and enables undo via compensation. It adds checkpoint, list_changes, undo_to, and explain_blast_radius meta-tools while forwarding all original downstream tools unchanged.

mohithhhh/mcp-compensator

flux7-mesh

by ktcrisis

Guardrail sidecar proxy between AI agents and their MCP/REST/CLI tools. Policy engine, human approval gates, time-limited grants, rate limiting, and OTEL tracing. One Go binary, one YAML config, fail-closed by default.

KTCrisis/flux7-mesh

taxbrainai-mcp

by harshil-projects

A standalone MCP server for Indian personal income-tax work (ITR-1/2/3/4 + post-filing notices) with 8 deterministic tools, running fully offline with no API keys.

harshil-projects/taxbrainai-mcp

Lottery MCP Server

by stevezhouht

Provides tools to query Chinese lottery results, check prizes, and update data for 双色球 (Double Color Ball) and 大乐透 (Super Lotto).

stevezhouht/lottery-mcp-server

finanal-mcp

by sekharz

A minimal, token-efficient MCP server that combines stock prices and fundamentals with the macro and micro narrative around them — so an AI agent can reason about why a stock moved, what people are thinking about it, and what probable scenarios lie ahead.

Sekharz/finanal

mindvault-mcp

by sohricarryu

A privacy-first MCP server that converts messy multi-turn conversations into structured, durable knowledge cards, targeting non-programming agent workflows.

SohriCarryU/mindvault-mcp

CSA Assessment Reports MCP Server

by skumaraguru

Enables Bob AI to access and analyze Cloudability Savings Automation assessment reports stored in SharePoint, allowing users to create pitch decks, analyze savings projections, and compare coverage through natural language.

sKumaraguru/apptio-bobathon-2026-finbob-mcp-server

memos-mcp-server

by mylxsw

Enables AI assistants to create, read, update, delete, and list memos via the MCP protocol.

mylxsw/memos-mcp-server

bear-mcp

by lestroos

Enables AI assistants to read and write Bear notes using SQLite for queries and x-callback-url for safe writes.

lestroos/bear-mcp

ReleaseGuard MCP Server

by rudrendupaul

Provides MCP tools for scanning, redacting, and packaging dataset/model directories for public release, leveraging Presidio for PII detection and generating Hugging Face cards and EU AI Act training-data summaries.

RudrenduPaul/ReleaseGuard

Dukascopy_mcp_server

by katunet

This is an MCP server that retrieves tick data and timeframe data from Dukascopy.

katunet/Dukascopy_mcp_server

Construction ISO 19650 (UK BIM) MCP

by csoai-org

Enables ISO 19650 and UK BIM Level 2 compliance for construction projects, validating EIR, BEP, MIDP, TIDP, and CDE structures.

CSOAI-ORG/construction-iso-19650-mcp

bubble-splitter

by gobly2333

MCP server that splits long AI replies into natural chat bubbles, preserving tone and structure, with configurable parameters.

gobly2333/bubble-splitter