The MCP Trust Index.

tbrain

by singhvedant

singhvedant/tbrain

Truecaller Data2 MCP Server

by bach-ai-tools

Enables phone number lookup through the Truecaller Data2 API, allowing users to search and retrieve information about phone numbers for identification and verification purposes.

BACH-AI-Tools/bachai-truecaller-data2

MCP Server Template

by ceciliomichael

A template for building Model Context Protocol (MCP) servers using TypeScript, with standard I/O transport and Zod validation for type-safe argument handling.

ceciliomichael/mcp-server-template

Tracker MCP Server

by 0-to-1-labs

Enables AI agents to manage Kanban boards, cards, sessions, and automations through a unified MCP interface with real-time updates, supporting delegation, agent sessions, and human-in-the-loop interactions.

0-to-1-Labs/tracker

AEM MCP Server

by easingthemes

A full-featured MCP server for Adobe Experience Manager that enables non-technical users to manage AEM content, components, assets, and workflows via natural language through any MCP-compatible client.

easingthemes/aem-mcp-server

NitroStack Calculator MCP Server

by vrdhwaraganath

A minimal MCP server template for learning NitroStack fundamentals, featuring a calculator module with tools, resources, and prompts.

VRDhwaraganath/LogGuardian-AI

Verity MCP Server

by backworkai

Provides AI agents access to Medicare coverage policies, prior authorization requirements, and medical code lookups (CPT, HCPCS, ICD-10, NDC) through the Verity healthcare API.

backworkai/verity_mcp

Synapse AI Execution Server

by sfdcannu

Node.js + TypeScript server that runs Synapse AI agent graphs with Salesforce integration, performing all AI inference and MCP tool execution to keep Apex within governor limits.

SfdcAnnu/Archon-Server

novel-mcp

by yinfy90

Enables AI tools to collaboratively write novels by managing chapters, characters, and story state through commands like validate, context, draft, review, and approve.

YinFY90/novel-engine

magpie-search

by xfloukiex-lab

Federated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.

xfloukiex-lab/magpie-search

xrad

by narimannemo

Provides an MCP server for storing and querying knowledge as verifiable claims, enforcing evidence-backed assertions with exact quotes and refusing paraphrases or unsupported relations.

narimannemo/xrad

MCP Demo Server

by jlnovais

A minimal NestJS MCP server skeleton for experimenting with the Model Context Protocol. Currently a placeholder with no implemented tools or resources.

jlnovais/MCP-demo

nanograph-mcp

by quantumsoftwarelab

Build Nanograph datasources from Markdown or PDF corpora and serve them through MCP or a small HTTP/JSON wrapper.

quantumsoftwarelab/nanograph-mcp

MCP Server

by geoaziz

A persistent backend that reduces AI agent context window bloat by centralizing memory, tools, and logic, enabling lean prompts and scalable multi-agent architectures.

GeoAziz/mcp-server

textify-mcp

by textifyme

A local stdio shim for the hosted Textify MCP server that converts audio, video, images, documents, and webpages into text or Markdown. Includes tools for YouTube transcripts, audio transcription, OCR, file-to-Markdown, and webpage-to-Markdown extraction.

textifyme/textify-mcp

WoLiu-MCP

by cloakgloom

A plugin-based MCP server framework that auto-discovers service modules such as ComfyUI, PPT generation, TTS, and Spine2D, enabling any MCP client to connect and use these capabilities.

CloakGloom/WoLiu-MCP

inspection-mcp

by dolrea77

Automates visual inspection of development servers by converting natural language test sheets into Playwright scripts and executing them repeatedly.

dolrea77/inspection-mcp

paraswap-mcp

by rustok-org

MCP server that builds unsigned Paraswap token swap transactions for self-custody wallets, holding no keys and signing nothing. It returns raw transaction data for a human to review and approve before execution.

rustok-org/paraswap-mcp

MailKite

by mailkite

MailKite offers email sending and receiving for agents at your domain or free inboxes Create inboxes for your agent Send emails from your agent Receive emails to your webhook Receive emails to your agent

mailkite/mailkite-mcp

ppb-mcp

by paulplee

Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM, concurrent users) as tools for LLM clients.

paulplee/ppb-mcp

Lien

by getlien

Lien connects AI coding assistants like Cursor and Claude Code to your codebase through the Model Context Protocol (MCP). Ask questions in natural language, get precise answers from semantic search—all running locally on your machine.

getlien/lien

mcp-server-apache-airflow

by fastmcp-me

Enables interaction with Apache Airflow through the Model Context Protocol, allowing users to manage DAGs, task instances, variables, connections, pools, XComs, and datasets.

fastmcp-me/mcp-server-apache-airflow

contract-sentinel

by sachin0610-srm

Enables LLMs to ingest and analyze legal agreements, compute risk scores, and monitor non-compliant clauses through MCP tools like ingest, fetch_contracts, and run_analysis.

sachin0610-srm/contract-sentinel

ip_geolocation_find_ip_location_and_ip_info

by bach-ai-tools

Provides IP address geolocation and related info via an API, with MCP server integration for easy use in AI tools.

BACH-AI-Tools/ip_geolocation_find_ip_location_and_ip_info

FinData MCP Server

by zlinzzzz

Provides professional financial data access for LLMs via MCP, supporting providers like Tushare, Wind, and DataYes.

zlinzzzz/finData-mcp-server

SeekBridge

by chang-hai

Enables DeepSeek-powered agents to control real Chrome tabs with semantic snapshots, tab groups, and local safety controls.

Chang-Hai/seekbridge

Unipile Universal MCP Server

by universal-mcp

Provides a standardized interface for interacting with Unipile's tools and services through a unified API.

universal-mcp/unipile

plaud-mcp-dcr-bridge

by jerryscy

Deploys a Remote MCP server bridge for Plaud on Google Cloud Run, enabling Gemini Enterprise apps to connect via Dynamic Client Registration and OAuth 2.0 proxy.

jerryscy/plaud-mcp-dcr-bridge

ssh-mcp

by slepp

An MCP server that gives AI agents SSH access to remote machines through your local OpenSSH client, enabling remote command execution, file transfer, persistent shell sessions, and port forwarding.

slepp/ssh-mcp

Dictionary By Api Ninjas

by bach-ai-tools

Provides dictionary lookup functionality through the API Ninjas Dictionary API, allowing users to search for word definitions and meanings through natural language queries.

BACH-AI-Tools/dictionary_by_api_ninjas

mcp-browser

by souhailmerroun

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

souhailmerroun/mcp-browser

AgentWard

by agentward-ai

Open-source permission control plane for AI agents — scan, enforce, and audit every tool call with code-level policies that prompt injection can't bypass.

agentward-ai/agentward

comci-agent

by techkwon

MCP server that reads Korean school class and teacher timetables from Comci's public schedules, detects schedule changes, and exposes structured data via CLI, local REST, and MCP stdio.

techkwon/comci-agent

ComfyMCP Local

by elkay182

Local-first MCP server for controlling a loopback ComfyUI instance from same-machine or authenticated LAN clients.

elkay182/ComfyMCP-Local

api-to-mcp

by sgaluza

Turns any OpenAPI REST or GraphQL API into an MCP server, allowing AI assistants like Claude to interact with APIs without writing code.

sgaluza/api-to-mcp

n8n-ops-mcp

by solomonneas

Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, inspecting, triggering, validating, managing tags, running security audits, and safely editing n8n workflows with auto-backup and confirm gates.

solomonneas/n8n-ops-mcp

PBPK MCP Server

by toxmcp

Public MCP endpoint for physiologically based pharmacokinetic (PBPK) simulation, qualification, and dossier export.

ToxMCP/pbpk-mcp

hvac-quotes

by marceausolutions

Enables HVAC equipment Request for Quote (RFQ) management via MCP, allowing users to submit RFQs, check status, and compare quotes from distributors.

MarceauSolutions/hvac-quotes-mcp

asmemory

by xplore-lab

Action-State Memory Engine that records typed events (state values and actions) and provides trend, anomaly, causal, and summary analyses via MCP tools. Enables agent self-tracking and operational monitoring with time-series math.

Xplore-LAB/dsh-plugin-asmemory

Jira Prompts MCP Server

by ceshine

An MCP server that offers several commands for generating prompts or contexts from Jira content

ceshine/jira-promps-mcp-server

mcp-clipboardify

by fluffypony

Provides clipboard access tools (get and set) for AI assistants via the Model Context Protocol, enabling seamless clipboard operations across platforms.

fluffypony/mcp-clipboardify

rnv-color-mcp

by rnvizion

Exposes RNV color workflow tools for color mixing, conversion, harmony generation, text transformation, and palette management, allowing LLMs to directly compute colors and manipulate palettes.

RNVizion/rnv-color-mcp

CoexistAI

by systemforge05

A modular research assistant framework that enables web, Reddit, YouTube, map, and codebase exploration via MCP and FastAPI, with support for multiple LLMs and embedders.

systemforge05/CoexistAI

fluttersdk/ai

by fluttersdk

HTTP↔stdio bridge for the FlutterSDK Docs MCP server (mcp.fluttersdk.com)

fluttersdk/ai

mcp_db

by seraved

MCP server for executing SQL queries on PostgreSQL and ClickHouse with per-connection allow/deny policies by statement group.

seraved/mcp_db

mcp-gladia

by gladiaio

Enables LLMs to transcribe, analyze, and translate audio/video content through Gladia's API.

gladiaio/mcp-gladia

xueca/agent-aduit-mcp

by xueca

MCP server that provides structured audit logging for AI agent repair tasks via tools to start, record, end, query, and export event traces, with JSONL persistence and SDK integration.

xueca/agent-aduit-mcp