The MCP Trust Index.

identity-storage-mcp

by mikskrzyp

Provides persistent, inspectable memory storage for AI agents using SQLite. Agents can store, recall, and search memories across sessions via three MCP tools.

MikSkrzyp/identity-storage-mcp

UniArticles MCP Server

by thinktraveller

Unifies academic literature retrieval from multiple sources like Scopus, ArXiv, PubMed, and Google Scholar into a single standardized API for LLM agents.

thinktraveller/UniArticles_MCPserver

mcp-bitbucket

by webboy

MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pull requests, branching models, and pipelines, enabling AI clients to automate Bitbucket workflows.

webboy/mcp-bitbucket

steam-store-search-mcp

by tfuru

MCP server that provides tools to search Steam games by keyword, retrieve game details (price, release date, genres), and fetch player reviews with recent ratings.

tfuru/steam-store-search-mcp

kbbi-mcp

by gaato

An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).

gaato/kbbi-mcp

time-mcp

by dochertydev

Lightweight MCP server providing system time tools (current time, date, datetime, time components, unix timestamp) for LLM applications.

DochertyDev/time-mcp

Fastdomaincheck

by bingal

MCP Server for blazing-fast domain name availability checks.

bingal/fastdomaincheck-mcp-server-python

airbyte-mcp

by trustxai

Enables interaction with an Airbyte instance through natural language, supporting workspaces, sources, destinations, connections, jobs, logs, tags, streams, and connector definitions.

trustxai/airbyte-mcp

agoradigest-mcp

by agoradigest

MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, enabling drive of agent actions like sending DMs, checking inbox, managing friends, and rehydrating context with persistent per-friend memory.

agoradigest/agoradigest-mcp

instagram

by crewimia

Enables fetching public Instagram profiles, posts, and images without an API key via Instagram's mobile API.

crewimia/mcp-instagram

Excel MCP Server

by mort-lab

Enables AI assistants to perform Excel file operations (create, read, write, format) without requiring Microsoft Excel installation.

mort-lab/excel-mcp

test-mcp

by jamesricky

A demo MCP server for testing and debugging tools, providing tools to get launches and trending words.

jamesricky/test-mcp

mcp-server-zefix

by johnphilipp

Search and retrieve detailed information about Swiss companies from the official Zefix register, including company profiles, corporate structures, and SHAB publications.

johnphilipp/mcp-server-zefix

scb-mcp

by isakrizell

Enables querying Statistics Sweden's statistical database via tools like navigate, get_table_metadata, query_table, etc.

IsakRizell/scb-mcp

Lawmesh MCP Server

by pratyushkr9420

Enables AI agents to query U.S. legislative data, including jurisdictions, legislators, and bills, via the OpenStates API.

pratyushkr9420/Lawmesh

Zyla API Hub MCP Server

by zyla-labs

Enables any AI agent to call any API on the Zyla API Hub with a single tool, allowing natural language queries to fetch data from thousands of APIs without custom code.

Zyla-Labs/mcp-server

ward

by user31133

AI-powered code quality analysis that detects security issues, bugs, code smells, and performance problems across multiple languages.

user31133/ward-mcp

electronic-mcp-server

by wedsamuel1230

Provides electronics engineering tools for resistor color decoding, capacitor calculations, and GPIO pin reference for ESP32, Arduino, and STM32 boards.

wedsamuel1230/electronic-mcp-server

BibTeX MCP Server

by xeophon

Searches academic references from arXiv, DBLP, Semantic Scholar, and OpenAlex concurrently and generates BibTeX citations.

xeophon/bibtex-mcp

biji-mcp

by wuwu119

Search and retrieve content from Get笔记 knowledge bases through natural language queries.

wuwu119/biji-mcp

KnowAir Weather MCP

by shuowang-ai

shuowang-ai/Weather-MCP

Government Scheme MCP Server

by magicstack-llp

Provides tools for searching, creating, and managing Indian Government Schemes with comprehensive eligibility filtering.

magicstack-llp/gov-scheme-mcp-py

omdb-mcp

by dworf

MCP server for the OMDb API - search movies, series, and episodes from any MCP-compatible client.

Dworf/omdb-mcp

GSS MCP Server

by haipothetical

Exposes Grey Swan Signals market stress intelligence as callable tools for AI agents, providing composite stress index, vector scores, and alert events.

Haipothetical/gss-mcp-server

WLST MCP Server

by rcarrascosps

Enables management of Oracle WebLogic Server domains using WLST, including server lifecycle, application deployment, monitoring, and diagnostics.

rcarrascosps/weblogic-wlst-mcp-server

session-recall

by absolutemode

Provides local, agentic semantic recall over Claude Code session history, enabling the agent to search past discussions semantically, expand turns, and grep transcripts.

AbsoluteMode/session-recall

OpenEnded Philosophy MCP Server

by angrysky56

Enables philosophical reasoning and concept analysis through NARS non-axiomatic logic integration, supporting multi-perspective synthesis, epistemic uncertainty tracking, and contextual semantic exploration with built-in truth maintenance.

angrysky56/openended-philosophy-mcp

doc-ingestor-mcp

by saleemh

An MCP server that uses Docling to convert PDFs, Office documents, images, audio, and more into clean Markdown for AI processing and RAG pipelines.

saleemh/doc-ingestor

justetf-mcp

by p-gentili

Provides read-only access to justETF data including ETF search, profiles, charts, comparisons, and live quotes via MCP tools.

p-gentili/justetf-mcp

Network AIOps

by aiops-tools

Governed network device ops (NAPALM) — 28 MCP tools with audit/undo.

aiops-tools/network-aiops

okf-tools

by hdean-ssp

Enables local semantic search and management of OKF knowledge bundles via MCP tools, with hybrid BM25 and vector search.

hdean-ssp/okf-mcp

Cohere MCP Server

by hrco

Enables AI assistants to use Cohere's language models, embeddings, and reranking capabilities via the Model Context Protocol.

hrco/cohere-mcp-server

Code Ocean MCP Server

by codeocean

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

codeocean/codeocean-mcp-server

clean-search-mcp

by lzmd66

A lightweight MCP service that provides clean, spam-free search results for AI agents, filtering out low-quality content.

lzmd66/clean-search-mcp

Gemini OCR MCP Server

by windoc

Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.

WindoC/gemini-ocr-mcp

NetLogo MCP

by razee4315

The first MCP server for NetLogo, enabling AI assistants to create, run, and analyze agent-based models through natural conversation.

Razee4315/NetLogo-MCP

DevEnvInfoServer - Cursor MCP Server for Development Environment Information

by carterlasalle

DevEnvInfoServer - Cursor MCP Server for Development Environment Information

carterlasalle/system_information_mcp

Firefox Browser Bridge

by minuchoi

Enables Claude Code to inspect network traffic, query the DOM, read console logs, and capture WebSocket frames in Firefox.

minuchoi/firefox-network-mcp-extension

Cathedral

by ailife1

Persistent memory and drift detection for AI agents across session restarts.

ailife1/cathedral

Abbacus Cortex

by abbacusgroup

Persistent knowledge system with OWL-RL reasoning, semantic search, and 22 MCP tools for AI agents.

abbacusgroup/cortex

nano-vm-mcp

by ale007xd

Governed agent execution gateway for LLM workflows, providing deterministic FSM-based execution, audit trails, and idempotency guarantees via MCP.

Ale007XD/nano-vm-mcp

MCP Server Template

by sh-aidev

A minimal MCP server template with tools for string reversal and basic arithmetic operations.

sh-aidev/autoplot-ai-mcp

Kawakami MCP Server

by daviiferrer

Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools for MCP clients, enabling product search, offers, cart and list management.

daviiferrer/kawakami-mcp-server

revettr

by alexanderlawson17

Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 before AI agents transact via x402 micropayments on Base

AlexanderLawson17/revettr-python

Sentiment Evolution Tracker

by rubenreyesss

An enterprise-ready MCP server that provides persistent sentiment analytics, churn prediction, and automated risk alerting for customer conversations. Enables Claude to track sentiment trends, detect at-risk customers, generate reports, and maintain historical context across interactions.

RubenReyesss/mcp-nlp-analytics

FastMCP Patient Information Server

by sudhakaren

Retrieves comprehensive patient information including personal details, insurance plans, and employee data through the get_patient tool. Supports Docker Compose deployment and integration with Watson Orchestrate for healthcare data access.

sudhakaren/healthnav

clawclaw-soul

by awrshift

Provides real-time temporal drift to SOUL.md agent identities, enabling agents to check their current behavioral state through tools like get_daily_drift.

awrshift/clawclaw-soul

mark-coach-mcp

by ignaciotachini

Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI coaching assistant for ecommerce and Facebook Ads.

ignaciotachini/mark-coach-mcp

PostgreSQL MCP Server

by aadarshjain

Enables exploration and querying of PostgreSQL databases through natural language. Supports listing tables, viewing schemas, executing SELECT queries, filtering records, and retrieving database statistics.

aadarshjain/postgres-mcp-server

CHUK MCP Solver

by ibm

Provides constraint satisfaction and optimization capabilities to LLMs and AI agents for scheduling, resource allocation, routing, budget optimization, and configuration problems using Google OR-Tools CP-SAT solver.

IBM/chuk-mcp-solver