MCP Servers

A

AI - Research Assistant

hamid-vakilzadeh

Semantic Scholar MCP

D

DolphinScheduler MCP Server

ocean-zhc

A Model Context Protocol (MCP) server for Apache Dolphinscheduler. This provides access to your Apache Dolphinscheduler RESTful API V1 instance and the surrounding ecosystem

E

European Parliament Mcp Server

Hack23

European Parliament MCP Server - EU political intelligence for AI agents

M

MCP Excel Reader

ArchimedesCrypto

A Model Context Protocol (MCP) server for reading Excel files with automatic chunking and pagination support. Built with SheetJS and TypeScript.

G

greptimedb-mcp-server

GreptimeTeam

A Model Context Protocol (MCP) server for GreptimeDB

B

BLS OEWS

1102tools.com

BLS Occupational Employment and Wage Statistics market wages, bundled; no API key. 8 tools

G

GSA CALC+

1102tools.com

GSA CALC+ awarded labor ceiling rates from more than 230,000 MAS contract records. 8 tools

U

USASpending.gov

1102tools.com

USAspending.gov contracts, grants, loans, subawards, recipients, agencies and federal accounts

G

GSA CALC+ MCP

1102tools

MCP server for GSA CALC+ Labor Ceiling Rates: awarded not-to-exceed hourly rates from GSA MAS contracts (230K+ records). Search by labor category, education, experience, SIN, vendor, or business size. Built for IGCEs, price reasonableness, and labor rate benchmarking. 8 tools

I

imessage-mcp

anipotts

25 read-only tools for searching, analyzing, and exploring your entire iMessage history on macOS. Spotify Wrapped for texts, conversation analytics, streaks, reactions, read receipts, and more. Everything runs locally

I

Inspektor Gadget MCP Server

mqasimsarfraz

Debug your Container and Kubernetes workloads with an AI interface

L

llmxray

LogneBudo

What went wrong with your own Ollama calls, in sentences with the fix. Local, read-only.

C

College Football Data MCP Server

lenwood

An MCP server enabling CFBD API queries within Claude Desktop.

D

Deep Research MCP Server

pinkpixel-dev

A Model Context Protocol compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents

L

lightdash-mcp-server

syucream

A MCP (Model Context Protocol) server that accesses Lightdash.

L

Lightrun MCP Server

lightrun-platform

Lightrun MCP connects AI coding assistants to live runtime context from production and staging applications for safe code-level debugging without redeploying. It lets MCP-compatible clients discover runtime sources, inspect live expression values, capture call stacks, measure exe

N

NetLogo MCP

Razee4315

The first MCP server for NetLogo, the most widely used agent-based modeling platform. Lets AI assistants create models with real interface widgets, run simulations and BehaviorSpace parameter sweeps, export world views as PNG, and safely run peer-reviewed models from the CoMSES Network

F

fiftyone-mcp-server

AdonaiVera

Control FiftyOne computer vision datasets through AI assistants using 80+ operators

A

AgentLens

agentkitai

Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents

🤖

🤖 Data Agents Platform

HotTechStack

Data agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization's data infrastructure

L

Libgen MCP

jmrplens

Keyless discovery across open-access sources — arXiv, Crossref, OpenLibrary, Gutenberg, dblp, PubMed, ERIC — plus search, reading and download links for books, papers and comics via Library Genesis. No account required

M

mcp-dagster: A Dagster MCP Server

kyryl-opens-ml

No description yet

M

MCP Trino Server

alaturqua

MCP server for Trino developed via MCP Python SDK

S

Sleepwalker

followanton

Use Sleepwalker to access AI visibility data (prompts, answers, citations) and Content Intelligence insights (trends, opportunities). Available via MCP, API, CLI and Sleepwalker App.

C

churnkey

churnkey.co

Read and manage Churnkey cancel flows, retention metrics, and payment recovery

D

Dbconvert Streams MCP

slotix

Read-only MCP server for your databases. Lets AI assistants inspect schemas, preview data, run read-only SQL, and join across PostgreSQL, MySQL, files (CSV/JSONL/Parquet), and S3 - 26 read-only tools. SELECT-only by server-side filter: the AI can look and explain, never write.

A

avito-mcp

elchin92

MCP server for Avito: chats, listings, orders and analytics, with previews and confirmations

G

GrowthBook MCP Server

growthbook

Official GrowthBook MCP server for creating flags, getting experiments, and more.

H

Honeybadger

honeybadger.io

Debug errors, query logs, create alarms, and monitor cron jobs from your agent

L

Lightdash Mcp

poddubnyoleg

MCP server for Lightdash analytics platform. Enables AI assistants like Claude to discover data, execute queries, create charts, and manage dashboards programmatically. Supports Lightdash Cloud and self-hosted instances

M

Mailchimp Mcp Server

damientilman

Connect Claude to your Mailchimp account. Query campaigns, reports, audiences, and automations, or manage contacts and drafts, directly from your Claude conversations.

🚀

🚀 MCP KQL Server

4R9UN

Kusto and Log Analytics MCP server help you execute a KQL (Kusto Query Language) query within an AI prompt, analyze, and visualize the data.

M

mcp-server-openmetadata

yangkyeongmo

No description yet

P

Pure Data MCP Server

nikmaniatis

A Model Context Protocol (MCP) server for Pure Data, an open-source visual programming language and patchable environment for real-time computer music

R

ReportPortal MCP Server

reportportal

MCP server for ReportPortal

S

Statuser

statuser-cloud

Monitor services, manage incidents and status pages in Statuser.cloud from your AI assistant

P

Polar Health Data (self-hosted)

StuMason

Self-hosted Polar health analytics with a built-in MCP server: sleep, HRV, workouts, baselines

V

Varrd

augiemazza

Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real market data, builds the pattern, and runs institutional-grade statistical tests

A

Arcgis Portal Mcp

Asem-D

MCP server for ArcGIS Portal and ArcGIS Online. Lets AI assistants search content, query feature layers, manage features, handle content operations, and administer users and groups

M

Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion)

K-Dense-AI

MCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert

L

Laravel Telescope MCP

lucianotonet

MCP server for Laravel Telescope

📊

📊 Nobitex Market Data MCP Server

xmannii

A Model Context Protocol (MCP) server that provides access to cryptocurrency market data from the Nobitex API

T

Tempo MCP Server

scottlepp

An MCP (Model Context Protocol) Server for Grafana Tempo.

V

Video Research MCP

Galbaz1

Give Claude Code 51 research, analysis & media production tools with one command. Video analysis, deep research, academic papers, TTS voice-over, AI video generation, and Weaviate knowledge store — powered by Gemini 3.5 Flash

F

Fermatmcp

abhiphile

This project provides a FastMCP server for mathematical computations, including numerical and symbolic calculations, as well as plotting

S

spotdb

aliengiraffe.ai

Ephemeral data sandbox for AI workflows with guardrails and security

M

munin

getmunin.com

Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS, Outreach, Analytics

H

HasData MCP Server

HasData

Direct access to 40+ scraping and search tools. Extract structured data from Google (Search, Maps, Trends), Amazon, Airbnb, Social Media, and any web page directly into your AI agent.

E

e Stat MCP Server

cygkichi

Access the API of the Japanese government's statistical portal site “e-Stat”

M

mcpspan

mcpspan

Ask your agent about your MCP servers: failing tools, releases, clients, sessions

N

NEAT

neat-technologies

A live graph of your running system, code fused with OTel runtime, that your agent queries over MCP

S

Synter

jshorwitz

MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more. Create campaigns, pull performance data, generate AI creatives, and optimize budgets. Also, for conversion tracking, Google Analytics, PostHog, HubSpot, Salesforce

T

Tabular Mcp

jonaolden

MCP server for locally running Tabular Models, i.e. PowerBI models running on PowerBI Desktop

C

Census-MCP-Server

brockwebb

Turn any AI assistant into your personal Census data expert. Ask questions in plain English, get accurate demographic data with proper interpretation and context

V

vibeMK

chexma

Query and configure CheckMK monitoring: hosts, services, rules, downtimes, metrics

A

Appfigures

appfigures.com

Access your app analytics, ASO tools, and app market intelligence with Appfigures

D

Data.gov MCP Server

melaodoidao

MCP server for accessing data from Data.gov, providing tools and resources for interacting with government datasets.

F

Fiscal Data Mcp

QuantGeekDev

MCP server connected to US Treasury data, built with mcp-framework

J

jellyfish-mcp: A Jellyfish MCP Server

Jellyfish-AI

Jellyfish MCP server

E

excel-vision-mcp

VOYAGER-Inc

Excel MCP with image extraction and write support — AI agents see and edit xlsx files