The MCP Trust Index.

google-drive-rag-mcp

by asamiile

A local MCP server that enables LLMs to securely search and read files within designated Google Drive folders. Supports Google Docs, Google Sheets, PDFs, and plain text with strict folder-scoping via service account authentication.

asamiile/google-drive-rag-mcp

NetworkX Graph MCP Server

by inbarajaldrin

Enables creation and management of state/decision graphs using NetworkX, supporting directed graphs with conditional branches, edge ordering, path finding, and visualization through PNG exports or interactive web interface.

inbarajaldrin/networkx-graph-mcp-server

PICO-8 MCP Server

by ebonura

An MCP server for analyzing, manipulating, and documenting PICO-8 game carts using the shrinko8 toolkit. It enables users to count tokens, minify code, validate carts, and access API documentation through natural language commands.

EBonura/pico8-mcp-server

Weather Forecast MCP Server

by lebedaliv2601

Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

LebedAlIv2601/McpSystem

self-claude-mcp

by sancovp

MCP server for Claude Code self-management, enabling hot restart and context compaction commands.

sancovp/self-claude-mcp

Databricks MCP Server

by pramodbhatofficial

Enables AI assistants to interact with the Databricks platform through 263 tools and 8 prompt templates, covering Unity Catalog, SQL, Compute, Jobs, Pipelines, and more.

pramodbhatofficial/databricks-mcp-server

dbt-cloud-migrate

by brjan

Audits dbt Core projects for migration blockers and generates actionable guidance for migrating to dbt Cloud, including auto-fixing deprecated syntax.

BrJan/dbt-cloud-migration-tool

jira-mcp-server

by robwilde

Enables Claude Code CLI to interact with Jira, including fetching issue details, searching issues with JQL, retrieving comments, and getting user info, with support for multiple Jira environments.

robwilde/jira-mcp-server

EduChain MCP Server

by ayaanshaheer

Integrates the EduChain library to generate educational content including multiple-choice questions, lesson plans, and flashcards for subjects like Python programming and Algebra using Grok's free-tier LLM.

AyaanShaheer/EduChain-MCP-Server

UniFi Network MCP Server

by dontcrash

Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from JSON manifests, with read-only mode by default.

dontcrash/unifi-local-network-mcp

Ridge MCP Server

by likerberi

Enables ridge-based accounting anomaly analysis in Claude Desktop, allowing users to detect and prioritize anomalies in financial data using Ridge regression via natural language.

likerberi/ridge_exam_mcp

bMCP

by niewinny

Enables AI to control Blender 3D through the Model Context Protocol, allowing Python execution, scene state queries, and automation of 3D workflows.

niewinny/bMCP

nuke-mcp

by cian-bit

A production-grade MCP server for Foundry Nuke that enables AI assistants to understand and manipulate compositing environments, including AOVs, deep workflows, distortion, tracking, OCIO/ACEScct, and CopyCat ML.

cian-bit/nuke-mcp

cg-agent-kit

by neosyn-logic

Enables AI agents to design hardware by writing C-like HDL and compiling it to Verilog, with real toolchain verification including synthesis checks.

Neosyn-Logic/cg-agent-kit

Microsoft 365 & Azure MCP Server

by jackinsightsv2

A unified MCP server that enables AI assistants to interact with Microsoft 365 and Azure resources through Azure CLI and Microsoft Graph API, running in a single Docker container.

JackInSightsV2/Azure-M365-MCP

mem0-local-mcp

by sanchezvivi

A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, etc.) that provides persistent memory storage with semantic search, using local embeddings and a local Qdrant vector store.

sanchezvivi/mem0-local-mcp

mcp-sentry

by fastmcp-me

A Model Context Protocol server that enables retrieving and analyzing Sentry issues, including stacktraces and debugging information.

fastmcp-me/mcp-sentry

RMV MCP Server

by heikoliedtke

Enables querying nearby stations and departure boards using the RMV public transport API.

heikoliedtke/rmv-mcp-remote

linear-mcp-server

by dshurick

MCP server for integrating Linear with Claude Code and other MCP clients. Enables issue management, project planning, and status tracking through a set of tools.

dshurick/linear-mcp-server

Stravacz MCP Server

by mirecekd

Provides tools to interact with the strava.cz meal ordering system, enabling users to view menus, check and place orders, and manage their canteen account.

mirecekd/stravacz-mcp

openmc-validator-mcp

by zxkjack123

An MCP server that provides pre-flight validation and post-processing tools for OpenMC Monte Carlo transport simulations, catching common authoring mistakes before jobs hit the HPC queue.

zxkjack123/openmc-validator-mcp

jiandaoyun-mcp

by conred-lin

MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for app discovery, form exploration, and data CRUD via SSE transport.

conred-lin/jiandaoyun-mcp

tai-dynamic-postgres-mcp

by frank-tech

Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, delete) per table based on schema introspection, with Pydantic models for input validation.

Frank-Tech/tai-dynamic-postgres-mcp

Marketplace Finder MCP Server

by wynnset

Enables AI agents like claude.ai to search online marketplaces (e.g., Facebook Marketplace) through your own logged-in browser, returning structured listings and details.

wynnset/marketplace-mcp

OSF MCP Server

by sourceshift

An MCP server for interacting with the Open Science Framework (OSF), enabling search for projects, registrations, preprints, and file management.

SourceShift/osf-mcp-server

Cisco FMC MCP Server

by lbreukel1

A read-only MCP server for Cisco Firepower Management Center (FMC) 7.4.x, allowing LLMs to query firewall configuration, search network objects, and check deployment status through natural language.

lbreukel1/fmc-mcp

db2-mcp-server

by huangjien

Enables read-only interaction with IBM DB2 databases, including listing tables and retrieving table metadata.

huangjien/db2-mcp-server

mcp_query_table

by code1990

A MCP server that queries financial website tables using Playwright, enabling automated data retrieval from sources like Tonghuashun and East Money, and exposing the results via MCP tools.

code1990/mcp_query_table

Bay Wheels MCP Server

by colinterface

Provides access to Bay Wheels realtime bikeshare data, enabling users to find nearest available bikes (standard or ebike) and docking stations with available spaces in the San Francisco Bay Area.

colinterface/bay-wheels-mcp

Telegram MCP Server

by eugenetver

Enables AI assistants to interact with Telegram accounts, chats, messages, media, and more via MCP, using Telethon.

eugenetver/telegram_mcp

Medium MCP Server

by tsheiner

Transforms a Medium article archive into an intelligent writing assistant for book writing, enabling content analysis, theme extraction, and chapter organization.

tsheiner/medium-mcp-server

azure-latency-mcp

by emrgcl

Measures TCP connection latency to Azure blob storage endpoints across regions, enabling AI-assisted region selection for optimal performance.

emrgcl/Azure-Region-Advisor

pyX-MCP

by hellocybernetics

Enables AI assistants to post, search, and manage tweets on X (Twitter) via the MCP protocol.

hellocybernetics/pyX-MCP

docx-editor-mcp

by merzano369

Enables AI assistants to create, edit, and extract data from Microsoft Word documents programmatically, supporting document creation, content editing, table manipulation, parameter extraction, and template generation.

merzano369/docx-editor-mcp

arxiv-mcp

by sreeharisankar

An MCP server that lets LLMs search, verify, and read papers from arXiv, preventing hallucinated academic references.

SreehariSankar/arxiv-mcp

infoblox-ddi-mcp

by iracic82

Manages Infoblox Universal DDI infrastructure (DNS, DHCP, IPAM, security) through 26 intent-level workflow tools via natural language.

iracic82/infoblox-ddi-mcp

FlowState MCP

by attaelahi

An MCP server that preserves and recalls work context, enabling users to log sessions, decisions, blockers, and ideas, and automatically generate resumes and standups.

attaelahi/flowstate-mcp

SJSINGLE_AI SQL Server MCP

by dhruvipatel712

MCP server for Microsoft SQL Server enabling safe read-only queries, schema discovery, and natural-language query via LangChain.

DhruviPatel712/dhruvi_mcp_server

ExcelMCPAdvanced

by nitishkthakur

Fast, multi-sheet Excel retrieval and writing via MCP, supporting efficient data access with patch-based navigation and formula support.

nitishkthakur/ExcelMCPAdvanced

Planet MCP

by planetlabs

Enables AI agents to interact with the Planet API for satellite imagery ordering, subscriptions, and data management through natural language.

planetlabs/planet-mcp

mcporacle

by dbobylev

Local MCP server for Roo Code that connects to Oracle DB and returns limited set of metadata through secure MCP tools.

dbobylev/mcporacle

Mcp Telegram

by dryeab

MCP Server for Telegram

dryeab/mcp-telegram

DNSTwist

by burtthecoder

Integrates with dnstwist to automate DNS fuzzing for detecting typosquatting, phishing, and corporate espionage threats.

burtthecoder/mcp-dnstwist

Memory Engine MCP Server

by asd-noor

A high-performance MCP server providing long-term memory storage with semantic and keyword search capabilities, using SQLite and fastembed for sub-200ms queries.

asd-noor/agentmemory

docs-search

by matin-g

Enables semantic search over documentation sites by indexing them via sitemap and using OpenAI embeddings, stored locally in ChromaDB.

matin-g/Docs-MCP

Knowledge MCP

by paulthesecond

A high-precision local knowledge base server enabling AI agents to navigate, search, and reason about complex codebases using hybrid semantic, lexical, and graph retrieval.

PaulTheSecond/knowledgebase-mcp

data-explore

by mingwei2

An MCP server for dataset exploration and analysis, enabling LLM clients to perform summary, correlation, distribution, missing value analysis, data cleaning, and statistical tests directly on CSV files.

Mingwei2/mcp-data-explore

Lifecycle MCP Server

by heffrey78

Enables comprehensive software lifecycle management with structured tracking of requirements, tasks, and architecture decisions through an SQLite database with full traceability and automated state validation.

heffrey78/lifecycle-mcp

GCM MCP Server

by ncee-dp-tech-sme

Enables interaction with IBM Guardium Cryptographic Manager (GCM) for cryptographic asset management, including authentication, asset inventory queries, policy violation tracking, and ticket management.

ncee-dp-tech-sme/gcm-mcp-server

easy-jupyter-editor-mcp

by cshara1

Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) files by providing tools to read, edit, add, and delete cells without corrupting the JSON structure.

cshara1/easy-jupyter-editor-mcp