The MCP Trust Index.

Agentic AutoML Data Scientist MCP

by harishrajan77

An AI platform that automates the complete machine learning workflow using LangGraph agents and integrates with MCP servers for file, compute, and database operations.

Harishrajan77/Agentic-AutoML-MCP

las7/memharness

by las7

A bi-temporal, provenance-carrying memory primitive for AI agents. Enables storing facts, recall, revision, and audit trails via MCP with SQLite storage.

las7/memharness

mcp-dnd5e

by pipeworx-io

Enables searching and retrieving D&D 5th Edition spells via natural language queries.

pipeworx-io/mcp-dnd5e

resume-mcp

by suryakapila

MCP server that exposes a resume as callable tools and resources, enabling AI agents to query experience, skills, projects, and contact information via natural language.

suryakapila/Resume-MCP

market-depth-lab-mcp

by derkcc

Read-only Hyperliquid and cross-exchange market research for AI agents, providing structured tools for live market data without requiring authentication.

derkcc/market-depth-lab-mcp

PicassoWeb

by blackridder22

Analyzes and extracts design tokens, assets, and layout from live websites to enable AI clients to faithfully replicate them, with tools for screenshotting, component inspection, and pixel-diff verification.

blackridder22/PicassoWeb

pumble-mcp

by infralayers

Enables Claude to interact with Pumble workspace through REST API, including sending, editing, and listing messages, channels, and users.

infralayers/pumble-mcp

hive-mcp-agent-kyc

by srotzin

Routes blockchain address screening to third-party KYC/AML providers and checks public sanctions lists, serving as a clean-money gate primitive for MCP-compatible agents.

srotzin/hive-mcp-agent-kyc

AEGOV DLS (UAE Design System)

by dlsforge

UAE Design System (AEGOV DLS) for AI assistants: component catalogue, design tokens, UAE PASS & Emirates ID scaffolds, snippet validation.

dlsforge/aegov-dls-mcp

url-fetcher

by lucoo01

lucoo01/url-fetcher

Kamailio MCP Server

by eagle26

Enables AI-powered control and automation for Kamailio SIP servers, including config generation/linting, live JSONRPC operations, and database provisioning via MCP and CLI.

eagle26/kamailio-mcp-server

StelaSpace

by stelaspace

StelaSpace is an HTML-first knowledge base for the artifacts AI agents create. This MCP server lets Claude Code, Claude Desktop, and Codex publish HTML files straight from your editor — it takes a file path and uploads from disk, so even large data-heavy reports work. Free tier available.

StelaSpace/stelaspace-mcp

AI Admin API MCP Server

by amaretto-software-labs

A read-only MCP server for querying AI provider administration APIs, providing normalized usage, cost, and dashboard data for OpenAI and Anthropic.

Amaretto-Software-Labs/ai-admin-api-mcp

shopops-mcp

by automatiabcn

AI e-commerce operations manager for MCP. Inventory forecasting, pricing optimization, RFM customer segmentation, order anomaly detection, and automated reports for Shopify and WooCommerce.

automatiabcn/shopops-mcp

gitlab-mr-reviewer

by katamaraju

AI-powered code review for GitLab merge requests that analyzes diffs, posts inline comments with severity and category, supports multi-model council review, and integrates with Kiro IDE via MCP.

katamaraju/ai-code-reviewer

ContemPlace

by freegyes

MCP server for a personal knowledge base that captures and structures idea fragments, enabling MCP-capable agents to search, retrieve, and add notes with semantic links and clustering.

freegyes/project-ContemPlace

macos-mail-draft-mcp

by jasongwartz

Creates email drafts in the macOS Mail app using AppleScript, with support for recipients, subject, body, attachments, and sender selection. No email is sent; drafts are saved locally and synced to the mail server by Mail.

jasongwartz/macos-mail-draft-mcp

mcp-makstat-mk

by pipeworx-io

MCP server for accessing North Macedonia's official statistics via PxWeb, enabling subject navigation, table metadata retrieval, and data queries.

pipeworx-io/mcp-makstat-mk

claude-nexus

by skyvanguard

Enables Claude Code instances to discover each other and exchange messages instantly via a local broker and channel protocol. Supports scoped peer discovery, reliable ack-based delivery, and cross-platform operation.

skyvanguard/claude-nexus

PostgreSQL MCP Server

by kannakim

Enables AI agents to inspect and query PostgreSQL databases safely, with features like listing tables, retrieving schemas, and running read-only SQL queries.

KannaKim/PostgresqlMCPServer

PCD

by d3lanight

Provides a portable context layer for MCP clients, letting users load containers with structured context, work state, and accumulated knowledge across different AI environments. It enables persistent, cross-client context management through a single MCP endpoint.

d3lanight/pcd

btwld/nest-mcp

by conceptadev

NestJS MCP Server - Build Model Context Protocol servers with NestJS

conceptadev/nest-mcp

agent-zoo

by jkvu626

Enables injecting agent personas into Cursor conversations via MCP prompts.

jkvu626/agent-zoo

LINDAS MCP Server

by bfh-jtf

Enables LLMs to query structured statistical data from the Swiss Federal Archives' Linked Data platform (LINDAS) by translating natural language questions into SPARQL queries against RDF data cubes.

BFH-JTF/lindas-mcp

Simple-MCP-Server

by kindinh903

Provides MCP servers (stdio and HTTP) with tools for calculation, text statistics, and unit conversion, plus an agent host that uses Gemini to orchestrate tool calls across them.

kindinh903/Simple-MCP-Server

crbro-memory

by octonove

A local MCP server that gives AI assistants persistent long-term memory using a biological neural architecture with cortex, synapses, and hippocampus.

Octonove/crbro-memory

korea-university-mcp

by topnotcher107-dotcom

Integrates Korean university information APIs (대학알리미 and 공공데이터포털) into a single MCP server and CLI, enabling search, description, and execution of university data operations such as student, faculty, and finance statistics.

topnotcher107-dotcom/korea-university-mcp

redcon

by natiixnt

Deterministic repository context packing for AI coding agents: selects, compresses, and budgets only the files a task needs. Measured 83% fewer input tokens at the same task coverage, fully local, no LLM in the loop.

natiixnt/redcon

observability-mcp

by dev-hops

A read-only MCP server that exposes Azure incident-investigation tools for a single App Service and its Application Insights telemetry, enabling an agent to correlate deployment history, platform metrics, and transaction traces.

dev-hops/observability-mcp

mymedi-ai-mcp-server

by mymedi-ai

Healthcare billing AI for agents — 12 tools for ICD-10/CPT/HCPCS code lookup (80K+ codes), prior auth prediction, medical NER, claims validation, HIPAA compliance auditing, and provider/drug enrichment. Pay-per-call via credits or USDC.

MyMedi-AI/mymedi-ai-mcp-server

SERPdive

by serpdive

Real-time web search with answer-ready results for Claude, Cursor and any MCP client. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels won) on a public benchmark. Hosted on mcp.serpdive.com or npx serpdive-mcp.

serpdive/serpdive-mcp

Academic Paper Explorer MCP Server

by miaomiao0319

Enables rigorous, zero-hallucination analysis of local PDF papers, generating editable domain maps, mindmaps, research gaps, and future directions with strict citation requirements.

miaomiao0319/paper-analyzer-mcp

Meta Ads MCP Server

by hashcott

A Model Context Protocol server for the Meta (Facebook) Ads API, providing 54 tools to manage ad accounts, campaigns, ad sets, ads, creatives, media, insights, targeting, and more via the Meta Graph API.

hashcott/meta-ads-mcp-server

claude-agent-mcp

by j-token

An MCP server that wraps the Claude Agent SDK, enabling Claude-powered queries, coding tasks, web search, and customizable agent execution using OAuth without an API key.

j-token/claude-agent-mcp

AceDataCloud AI Chat

by acedatacloud

Enables AI dialogue across multiple LLM models through the AceDataCloud platform.

acedatacloud/aichatmcp

mcp-instana

by shikato

Enables seamless interaction with the IBM Instana observability platform, allowing access to real-time observability data directly within development workflows.

shikato/mcp-instana

SEO Toolkit MCP

by qexleoss

Enables SEO data retrieval including backlinks, keyword research, keyword difficulty, and traffic estimation using Ahrefs free tools.

QexleOSS/seo-mcp

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

mcp-vertexai-search

by ubie-oss

A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.

ubie-oss/mcp-vertexai-search

FL Studio MCP Bridge

by chidotaku

Enables MCP-compatible chat to control FL Studio on Windows, including transport, BPM, channels, mixer, patterns, and note insertion via MIDI bridge.

chidotaku/fl-studio-mcp-bridge

qq-mcp-server

by print-yuhuan

A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling clients to query bot status, read group and friend info, fetch chat history, and send group/private text messages.

print-yuhuan/qq-mcp-server

Piskel MCP Server

by yafeiaa

Enables AI assistants to create and manipulate pixel art by providing tools for drawing, layer management, and animation frame control. It supports exporting projects to PNG, GIF, and sprite sheet formats via the Model Context Protocol.

yafeiaa/piskel-mcp-server

ashby-jobs

by abhinav-sriharsha

Search and browse any company's public Ashby job board from Claude Code.

Abhinav-Sriharsha/ashby-jobs-mcp

SiteHealth

by carsonroell-debug

Full website health audit covering SSL, DNS, DMARC/SPF/DKIM, performance, uptime, and links.

carsonroell-debug/sitehealth-mcp

vbalagovic/neuraldraft-mcp

by vbalagovic

Enables AI coding tools to manage Neural Draft's CMS, blog, social, booking, and commerce features through natural language, bridging AI-generated frontends with backend business logic.

vbalagovic/neuraldraft-mcp