The MCP Trust Index.

aiops-mcp-servers

by aiops-platform

aiops-mcp-server

aiops-platform/aiops-mcp-servers

claude-presence

by garniergeorges

Minimal MCP server for inter-session coordination between parallel Claude Code instances, providing presence registry, advisory resource locks, and a broadcast inbox.

garniergeorges/claude-presence

NFM-X

by abdulraheemnohri

Remember Everything. Understand Change. Evolve Forever.

abdulraheemnohri/NFM-X

station

by kontourai

Station — the agent workspace where work ships with receipts

kontourai/station

FirstReply MCP Server

by firstreply

Exposes FirstReply customer support operations as MCP tools, enabling AI assistants to browse conversations, draft replies, manage API keys, and access support statistics.

FirstReply/firstreply-mcp

Mnemuron

by conner512

Self-hosted task continuity and structured memory for AI agents, backed by SQLite.

Conner512/Mnemuron

California Housing MCP Agent

by sergioh12

Enables California housing price predictions, batch scoring, and agent-based chat using a trained ML model served via MCP tools.

SergioH12/california-housing-mcp-agent

personal-finance

by demiolawunmi

Personal finance dashboard on Cloudflare Workers: Plaid ingestion, D1 storage, deterministic analytics, and an OAuth-protected MCP server. Single-owner, read-only, self-hosted with your own Plaid keys.

demiolawunmi/personal-finance

MainWP MCP Server

by mainwp

Enables AI assistants to manage WordPress networks through a MainWP Dashboard, including site management, updates, plugin/theme control, and bulk operations via natural language.

mainwp/mainwp-mcp

folio-office

by shrishmanglik

Offline office suite for humans and AI agents. Documents, spreadsheets, presentations, notebooks, CLI and MCP. Apache-2.0 source.

shrishmanglik/folio-office

MCP Travel Weather Server

by zral

Provides weather forecast tools via the Model Context Protocol, enabling users to query weather data for destinations through natural language.

zral/mcp-ws11

dbboard

by meta-taro

Modern multi-database desktop client with pluggable AI providers

meta-taro/dbboard

Outlook MCP Server

by magodev

Enables AI-powered email management for Microsoft Outlook through natural language commands. This fork adds draft-first guardrails that create email drafts locally without sending, ensuring user control over all email operations.

MagoDev/outlook-mcp

AgentAnycast MCP Server

by agentanycast

Enables AI tools to discover, communicate with, and orchestrate AI agents over a decentralized peer-to-peer network with end-to-end encryption.

AgentAnycast/agentanycast-mcp

carbs

by ferre-z

A local MCP server for research that bundles SearXNG meta-search and Crawl4AI web scraping, offering tools for search, scraping, structured extraction, and deep research.

ferre-z/carbs

py2mcp

by i2mint

Create MCP servers from Python functions instantly, with support for input transformations and store-based CRUD operations.

i2mint/py2mcp

ai-studio

by tyktechnologies

Tyk AI Studio provides an AI gateway and comprehensive suite of capabilities to manage, govern, and interact with AI across your organization

TykTechnologies/ai-studio

app-sdk

by agntcy

Integration and learning framework used by coffeeAGNTCY to demonstrate AGNTCY interoperability patterns; not the canonical SDK for AGNTCY subsystems

agntcy/app-sdk

funnelkeeper-mcp

by ae-labs-inc

Exposes a Model Context Protocol interface to a growth and revenue API, enabling MCP clients to manage account data and interact with platform tools through natural-language-driven tool calls.

ae-labs-inc/funnelkeeper-client

embodied_arm_mcp

by jakliao

MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, gripper_open, gripper_close, record_motion, and replay_motion.

JakLiao/embodied_arm_mcp

MCP Selenium Grid

by catchnip

Enables browser automation by managing Selenium Grid browser instances (Chrome, Firefox, Edge) in Docker or Kubernetes environments. Provides secure, scalable browser control for AI agents and testing workflows.

CatchNip/mcp-selenium-grid

mcp-subconscios

by subconscious-ai

Run conjoint experiments and causal research through AI powered behavioral simulations

Subconscious-ai/ghostshell

Contradiction-MCP

by daksh-create349

Autonomous Model Context Protocol (MCP) engine for factual consistency, version reconciliation, and conflict resolution across engineering knowledge bases.

Daksh-create349/Contradiction-MCP

scaflog-zoho-mcp-server MCP server

by mastercode-io

MCP Server for Scaflog Zoho Creator App

mastercode-io/scaflog-zoho-mcp-server

Gym MCP Server

by agentring

Expose any Gymnasium environment as an MCP server, automatically converting the Gym API into MCP tools that any agent can call via standard JSON interfaces.

AgentRing/gym-mcp-server

mcp-clinical-doc-agent

by aditya-khadye

Enables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.

Aditya-Khadye/mcp-clinical-doc-agent

Wassenger Whatsapp Connector

by wassengerhq

A Box model context protocol server to search, read and access files

wassengerhq/mcp-wassenger

Mailchimp MCP Server

by asklokesh

A server that integrates Mailchimp's email marketing platform with AI applications via the Model Context Protocol, enabling campaign, list, and automation management.

asklokesh/mailchimp-mcp-server

MyMCP

by damiankaniewski

A local, no-code builder for MCP servers that lets you create AI tools by describing them in plain language, without writing code. Connect your tools to any MCP-compatible assistant like Claude, Cursor, or VS Code Copilot.

damiankaniewski/MyMCP

clai

by clairun

A desktop app for building, running, and supervising small teams of AI agents. MCP-native tools, shared workspaces, and scheduled automations.

clairun/clai

MCP MongoDB Server

by sfbb

A Model Context Protocol (MCP) server that provides an interface between LLMs and MongoDB databases, optimized for small context windows (3k tokens). Specially for novel.

SFBB/mcp-mongodb-novel-server

cloud-ai-security-skills

by msaad00

131 deterministic cloud & AI security skills — OCSF 1.8, MCP tools, HITL-gated remediation. AWS · GCP · Azure · K8s · SaaS.

msaad00/cloud-ai-security-skills

Unity Debugger Pure MCP

by kpkhxlgy0

Provides MCP tools to manage and interact with Unity debug sessions in VS Code, including breakpoints, snapshots, evaluation, and stepping, via a named pipe to the Unity Debugger Pure extension.

kpkhxlgy0/unity-debugger-pure-mcp

kizuna

by ts-kizuna

Build fully typed REST APIs with TypeScript. Write one contract. Get a fully typed server, an OpenAPI spec, Swift and Kotlin clients, and more.

ts-kizuna/kizuna

MCP Browser Kit

by ndthanhdev

An MCP Server that enables AI assistants to interact with your local browsers.

ndthanhdev/mcp-browser-kit

cartografo

by rafafgs

Draw, execute and evolve a work graph per problem class. You declare the problem; the system draws the map.

rafafgs/cartografo

hybridlog

by imgrund

MCP server that mirrors your Garmin data into a personal database and exposes tools for health summaries, training load, muscle readiness, and race analysis, with optional chat-driven insights via stdio or HTTP.

Imgrund/hybridlog

mcpcap

by sentry-official

A modular MCP server for analyzing PCAP files using protocol-specific analysis tools, enabling LLMs to read and analyze network packet captures from local paths or remote URLs.

sentry-official/mcp-cap-internal

mcp-flightcheck

by pardovot

Automated testing tool for MCP servers that checks protocol conformance, tool quality, and reliability, providing a scorecard with spec citations and non-zero exit codes for CI.

pardovot/mcp-flightcheck

Finance MCP

by flowllm-ai

Enables financial research and analysis through AI agents that combine web search, content crawling, entity extraction, and deep research workflows. Supports extracting stock/fund entities with security codes and conducting structured financial investigations.

FlowLLM-AI/finance-mcp

EasyQuote MCP Server

by easyquotes

Enables AI agents to access real-time and historical stock market data for A-shares, Hong Kong, US, and global markets, including quotes, K-lines, fund flows, fundamentals, and board data, via a Python SDK and MCP protocol.

easyquotes/easyquotes

maister

by maister-dev

Self-hosted execution and governance for reproducible AI-powered software delivery over private code.

maister-dev/maister

unified-ai-system

by happy520ai

Public Preview: self-hosted, protocol-first AI gateway and agent control plane for OpenAI, Anthropic, Gemini, MCP and A2A — governed tools, virtual-key budgets, cache and audit; zero-key first run.

happy520ai/unified-ai-system

analyze

by chevalgrand520

Let me evaluate the README content.

ChevalGrand520/local-gpu-imagegen

Stomped

by remikg

An autonomous DFIR agent that hunts timestomping and rename/move laundering on the SANS SIFT Workstation, driven by Claude Code, with a read-only architecture and self-correcting triage loop using the USN change journal.

RemiKG/stomped

agent-parley

by suneel944

Run Claude Code, Codex, Copilot, Gemini, OpenCode and Amp side by side in isolated Git worktrees, with shared issue ownership, reservations and explicit handoffs.

suneel944/agent-parley

agent-workstation

by zix-chen

API/CLI-first MCP workstation adapter: explicit host trust, on-demand skills and bounded context.

zix-chen/agent-workstation