The MCP Trust Index.

crossref-mcp

by dam2452

Enables searching and retrieving scholarly metadata from Crossref's public REST API, including works, journals, funders, and members, without requiring an API key.

dam2452/crossref-mcp

things-mcp

by than

An MCP server for Things 3 on macOS that enables reading and writing tasks, projects, and more via Claude, using read-only SQLite and the official Things URL scheme.

than/things-mcp

codexpro-bridge

by bsbofmusic

A companion MCP server that exposes live Hermes Skills, filtered native MCP tools, and conditional Memos recall to ChatGPT while isolating Bridge failures from CodexPro VPS operations.

bsbofmusic/codexpro-bridge

Telegram MCP Server

by stoypenny

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

StoyPenny/mcp-kilo-telegram

Silent Brief MCP Server

by warmachine2121

MCP server for generating legal and business documents via Silent Brief API. Pay with Monero, no accounts needed.

warmachine2121/silent-brief-mcp

RAG Query MCP Server

by akashbakshi99

Enables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.

Akashbakshi99/RAG-Using-LangChain-MCP

orita-mcp

by alkilo-do

MCP server that exposes the Orita scheduling API as tools for AI agents, enabling them to look up event types, book appointments, and manage bookings.

Alkilo-do/orita-mcp

mcp-fts5-starter

by zx22413

Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vector DB, no embedding API, runs on a Pi.

zx22413/mcp-fts5-starter

Nornir MCP Server

by ceasarjackson

Enables natural language orchestration of multi-vendor network infrastructure by combining NAPALM for structured data retrieval and Netmiko for CLI execution via Nornir.

CeasarJackson/nornir-mcp-server

kafka-sentinel-mcp

by sanjay-amu

Read-only MCP server for Kafka cluster health, consumer lag, partition state, and replay-readiness, enabling AI agents to diagnose streaming incidents without write access.

sanjay-amu/kafka-sentinel-mcp

kismet-wireless-mcp

by a-g-u-p-t-a

A read-only MCP server for querying Kismet Wireless systems, enabling AI agents to retrieve network status, datasources, devices, and alerts via REST API.

A-G-U-P-T-A/kismet-wireless-mcp

Italy Legacy DB AI Bridge

by impesud

Enables AI assistants to securely query Italian legacy ERP databases (AS/400, SQL Server, etc.) with GDPR-compliant PII masking and semantic table mapping.

Impesud/italy-legacy-db-ai-bridge-template

Pactus

by deniskarlinsky

Pactus is an MCP server for parsing and validating ISO 20022 payment messages directly from chat. It exposes nine tools that let AI assistants inspect or validate pacs.008, pacs.002, pain.001, and camt.053 messages — the message types at the centre of the CBPR+ migration — without leaving the conversation.

deniskarlinsky/iso20022-mcp

mit-classics-mcp

by awzy11

An MCP server that gives LLMs direct read access to the MIT Internet Classics Archive, allowing them to list authors, list works, and fetch word-range slices of texts.

Awzy11/mit-classics-mcp

expert-answer-mcp

by deepakji1394

Enables users to ask any question and receive expert-verified answers backed by Gemini. The tool is accessible via Claude Desktop, MCP SDK clients, and a web browser.

deepakji1394/expert-answer-mcp

mcp-finance-server

by julio161612

MCP server that provides real-time stock quotes and company summaries using the Alpha Vantage API. It enables natural language financial data queries in Claude Desktop and other MCP clients.

julio161612/mcp-finance-server

Bardo

by calebe

An identity & continuity platform for AI agents.

calebe/bardo

AOW4 Tomes MCP Server

by spookyzn

MCP server for Age of Wonders 4 that helps AI agents guide players in selecting tomes and skills, leveraging tome data from the official wiki.

spookyzn/aow4_mcp

Meal Planner MCP

by illinigirl

Plans a week of meals from a local recipe library, optimizing for shared ingredients and avoiding repeats, then generates a consolidated shopping list and Markdown plan.

illinigirl/meal-planner-mcp

fl-studio-mcp

by alansork

An MCP server that connects Claude to FL Studio, enabling natural language control of transport, mixer, channel rack, and piano roll operations.

alansork/fl-studio-mcp

octopilot-mcp

by octopilot

Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect, generate, build, and wire up new repositories end-to-end using the Octopilot CI/CD toolchain.

octopilot/octopilot-mcp

chipsnews-mcp

by fgasparetto

MCP server for ChipsNews — manage news configuration, sources, articles, and fetch triggers from any MCP client.

fgasparetto/chipsnews-mcp

Netflix Search MCP

by rafaporci

Helps users find the best ranked movie for a given genre using a Netflix dataset.

rafaporci/netflix-search-mcp

powerbi-health-mcp

by ramalakshmi0505

An AI-powered Power BI dataset health monitor that connects Claude to a simulated Power BI tenant for running health checks, diagnosing failures, and prioritizing fixes.

ramalakshmi0505/powerbi-health-mcp

re-triton

by heretek-re

MCP server that exposes the Triton library for symbolic execution, taint analysis, and constraint solving on binary code.

Heretek-RE/re-triton

Yamcs MCP Server

by paulmramirez

Enables AI assistants to interact with Yamcs mission control systems through natural language, providing tools and resources for telemetry, commands, links, storage, instances, and alarms.

PaulMRamirez/yamcs-mcp-server

Neo4j MCP Server

by st3v0rr

A Model Context Protocol server that enables running Cypher queries and retrieving schema from Neo4j databases, supporting AI-driven graph exploration and text-to-Cypher workflows.

st3v0rr/mcp-neo4j-cypher

Document Operator MCP

by dai-zw

Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx) files through natural language commands, including batch queries and temporary table management.

dai-zw/document-operator-mcp

Cloudera Iceberg MCP Server

by cloudera

Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to inspect database schemas and execute SQL queries to retrieve data from Iceberg tables.

cloudera/iceberg-mcp-server

Cost Explorer MCP Server

by milan9527

Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.

milan9527/CostExplorerMCP

PrivateEmail MCP

by ciphersolutions-dev

MCP server for Namecheap PrivateEmail that enables reading, searching, sending, and managing emails and folders via IMAP/SMTP.

ciphersolutions-dev/private-email-mcp

Canvas MCP

by overtimepog

MCP server for Canvas LMS that exposes courses, assignments, modules, pages, files, grades, and submissions as tools for AI agents.

overtimepog/CanvasMCP

netbox-mcp

by msemino

A read-only MCP server that exposes NetBox IPAM data over HTTP, allowing engineers to query subnets, IPs, and VLANs using natural language through AI assistants.

msemino/netbox-mcp

PCSX2 MCP

by snowyegret23

A Windows-focused MCP server for controlling and debugging PCSX2 via GDB, offering emulator control, memory inspection, debugger operations, savestates, cheats, screenshots, process management, and log access.

snowyegret23/PCSX2_MCP

URL Text Fetcher

by alexandru2882

Extracts visible text content and hyperlinks from web pages using requests and BeautifulSoup4 for web scraping, content analysis, and link discovery workflows.

alexandru2882/url-text-fetcher-mcp

Data 360 MCP Server

by pradipsksk

Enables natural-language-driven exploration, querying, and full configuration management of Salesforce Data Cloud / Data 360 via MCP.

pradipsksk/Data360-MCP

mtl-trello-mcp

by musictechlab

Enables managing Trello boards, lists, cards, labels, and members through natural language from any MCP-compatible client.

musictechlab/mtl-trello-mcp

Demo Server

by yashrbankar

A simple MCP server built with Python's FastMCP that exposes a calculator tool for addition operations and a dynamic greeting resource for personalized messages.

yashrbankar/MCP

grp-kb

by arvindh95censof

Semantic search MCP server for an Acumatica knowledge base, indexing markdown notes with multilingual embeddings to enable search across English and Bahasa Malaysia content.

Arvindh95Censof/grp-kb

legal-cite

by apiotrowski-afk

Verifies legal citations by fetching the exact, in-force wording of cited articles from official PL and EU legal sources, preventing hallucination by returning verbatim text.

apiotrowski-afk/legal-cite-pl

Enterprise Operation Insight MCP Server

by handaas

Provides comprehensive data insights into enterprise operations, including company trends, financing history, market rankings, and sentiment analysis. It enables users to perform keyword-based searches and evaluate business scale, tax qualifications, and competitive project profiles.

handaas/enterprise-operation-mcp-server

Shuttle

by enwaiax

Enables AI assistants to securely execute SSH commands on remote servers with connection pooling, session isolation, and a web audit panel.

enwaiax/shuttle

Company Records

by greyfieldsoftwaresolutions

Exposes a fictional B2B CRM database (companies, contacts, deals) as callable MCP tools, enabling AI agents to answer natural-language questions about company records, contacts, and pipeline data.

greyfieldsoftwaresolutions/mcp-server-demo

web-scrapper-mcp

by sekharz

A portable MCP server that scrapes SPA/JS-rendered webpages and extracts structured API endpoint data. It uses headless Chromium to render JavaScript and provides tools for scraping, endpoint extraction, screenshots, and database seeding.

Sekharz/web-scrapper-mcp

Grimdark Background MCP Server

by tobiasfong

Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + Stable Diffusion pipeline, accepting a prompt and optional perspective sketch and style reference to output a finished PNG.

tobiasfong/Warhammer40000-background-mcp

fastNotion MCP

by whjwjx

Enables AI assistants to read and write to Notion databases with schema adaptation and stable API integration.

whjwjx/fastNotionMCP

powerbi-mcp-proxy

by avihack

A self-hosted MCP server that proxies MCP clients to Power BI, using your own Entra tenant and Azure subscription. It enables DAX queries, workspace listing, and dataset management while preserving user-specific row-level security.

AviHack/powerbi-mcp-proxy