Developer Tools MCP Servers

Integrations that plug your AI agent into the tools you already use to build software. Think GitHub, GitLab, Docker, terminal access, package registries, and CI systems. If it's part of your development workflow and you want an agent to interact with it directly, it probably lives here.

200 servers in this category

tldraw

io.github.tldraw/tldraw

tldraw/tldraw46.0k

Draw and visually collaborate with your agents on tldraw's canvas.

Developer ToolsTypeScript
ChromeDevTools

io.github.ChromeDevTools/chrome-devtools-mcp

ChromeDevTools/chrome-devtools-mcp31.3k

MCP server for Chrome DevTools

Developer ToolsTypeScript
JanDeDobbeleer

Oh My Posh Validator

JanDeDobbeleer/oh-my-posh21.9k

Validate oh-my-posh configurations and segment snippets against the official schema.

Developer ToolsGo
jgravelle

jCodemunch MCP

jgravelle/jcodemunch-mcp1.2k

Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.

Developer ToolsPython
web-infra-dev

io.github.yifancong/rsdoctor

web-infra-dev/rsdoctor1.1k

An MCP server that provides build analysis and optimization recommendations for Rspack projects.

Developer ToolsTypeScript
brave

io.github.brave/brave-search-mcp-server

brave/brave-search-mcp-server825

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

Developer ToolsTypeScript
giancarloerra

io.github.giancarloerra/socraticode

giancarloerra/socraticode627

MCP server for local codebase indexing, semantic search, and code dependency graphs.

Developer ToolsTypeScript
docfork

com.docfork/docfork-mcp

docfork/docfork441

Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.

Developer ToolsMDX
gitkraken

com.gitkraken/gk-cli

gitkraken/gk-cli385

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

Developer Tools
r-huijts

io.github.r-huijts/strava-mcp

r-huijts/strava-mcp294

MCP server for accessing Strava API

Developer ToolsTypeScript
levnikolaevich

Hex SSH

levnikolaevich/claude-code-skills251

Token-efficient SSH MCP server with hash-verified remote file operations. 8 tools.

Developer ToolsJavaScript
zhongweili

io.github.zhongweili/nanobanana-mcp-server

zhongweili/nanobanana-mcp-server216

An MCP server that provides image generation and editing capabilities

Developer ToolsPython
sveltejs

dev.svelte/mcp

sveltejs/mcp213

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Developer ToolsTypeScript
muxinc

com.mux/mcp

muxinc/mux-node-sdk177

The official MCP Server for the Mux API

Developer ToolsTypeScript
VictoriaMetrics

io.github.VictoriaMetrics/mcp-victoriametrics

VictoriaMetrics/mcp-victoriametrics132

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

Developer ToolsGo
Kapeli

io.github.Kapeli/dash-mcp-server

Kapeli/dash-mcp-server131

MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.

Developer ToolsPython
priyankark

io.github.priyankark/lighthouse-mcp

priyankark/lighthouse-mcp129

MCP server for Google Lighthouse performance metrics

Developer ToolsJavaScript
jamesmontemagno

io.github.jamesmontemagno/monkeymcp

jamesmontemagno/monkeymcp123

MCP server providing monkey data, journeys, and location services for various monkey species.

Developer ToolsJupyter Notebook
serpapi

io.github.serpapi/serpapi-mcp

serpapi/serpapi-mcp122

Official SerpApi MCP server for Google, Bing, and other search engines.

Developer ToolsPython
cyanheads

io.github.cyanheads/mcp-ts-core

cyanheads/mcp-ts-core122

Agent-native TypeScript framework for building MCP servers with declarative definitions.

Developer ToolsTypeScript
l33tdawg

io.github.l33tdawg/sage

l33tdawg/sage115

Persistent, consensus-validated institutional memory for AI agents. Runs locally.

Developer ToolsGo
ticktockbent

io.github.TickTockBent/charlotte

ticktockbent/charlotte109

Renders web pages into structured, agent-readable representations using headless Chromium.

Developer ToolsTypeScript
neuledge

io.github.neuledge/context

neuledge/context108

Local-first documentation for AI agents. Offline, instant, private doc retrieval.

Developer ToolsTypeScript
Dave-London

io.github.Dave-London/npm

Dave-London/Pare99

Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON.

Developer ToolsTypeScript
yokingma

io.github.yokingma/one-search-mcp

yokingma/one-search-mcp97

Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more

Developer ToolsTypeScript
jjlabsio

ai.smithery/jjlabsio-korea-stock-mcp

jjlabsio/korea-stock-mcp95

Search company disclosures and financial statements from the Korean market. Retrieve stock profile…

Developer ToolsTypeScript
jjlabsio

io.github.jjlabsio/korea-stock-mcp

jjlabsio/korea-stock-mcp95

MCP server for korea stock

Developer ToolsTypeScript
yuque

io.github.yuque/yuque-mcp

yuque/yuque-mcp-server92

MCP server for Yuque — expose your knowledge base to AI assistants.

Developer ToolsTypeScript
yuvalsuede

io.github.yuvalsuede/memory-mcp

yuvalsuede/memory-mcp88

Persistent memory + git snapshots for Claude Code. Never lose context or code.

Developer ToolsJavaScript
whistlegraph

io.github.whistlegraph/aesthetic-computer

whistlegraph/aesthetic-computer88

MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock melodies

Developer ToolsJavaScript
oxylabs

io.oxylabs/oxylabs-mcp

oxylabs/oxylabs-mcp87

Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.

Developer ToolsPython
arm

Arm MCP Server

arm/mcp64

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

Developer ToolsPython
yokingma

io.github.yokingma/time-mcp

yokingma/time-mcp64

Time MCP Server, giving LLMs time awareness capabilities.

Developer ToolsJavaScript
b1ff

io.github.b1ff/atlassian-dc-mcp-jira

b1ff/atlassian-dc-mcp59

MCP server for Atlassian Jira Data Center - search, view, and create issues

Developer ToolsTypeScript
zazencodes

io.github.zazencodes/random-number-mcp

zazencodes/random-number-mcp47

Essential random number generation utilities from the Python standard library

Developer ToolsPython
waystation-ai

ai.waystation/jira

waystation-ai/mcp45

Track issues, manage projects, and streamline workflows in Jira.

Developer ToolsJavaScript
zenml-io

io.github.zenml-io/mcp-zenml

zenml-io/mcp-zenml43

MCP server for ZenML - browse stacks, pipelines, runs, artifacts & trigger pipeline runs via API

Developer ToolsPython
Rootly-AI-Labs

Rootly

Rootly-AI-Labs/Rootly-MCP-server40

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

Developer ToolsPython
varun369

io.github.varun369/superlocalmemory

varun369/SuperLocalMemoryV238

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

Developer ToolsPython
xorrkaz

io.github.xorrkaz/cml-mcp

xorrkaz/cml-mcp37

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

Developer ToolsPython
themesberg

io.github.themesberg/flowbite-mcp

themesberg/flowbite-mcp31

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

Developer ToolsJavaScript
DiaaAj

io.github.DiaaAj/a-mem-mcp

DiaaAj/a-mem-mcp31

Self-evolving memory system for AI agents

Developer ToolsPython
leshchenko1979

io.github.leshchenko1979/fast-mcp-telegram

leshchenko1979/fast-mcp-telegram31

Telegram MCP server with search and messaging capabilities

Developer ToolsPython
klever-io

io.github.klever-io/mcp-klever-vm

klever-io/mcp-klever-vm30

MCP server for Klever blockchain smart contract development.

Developer ToolsTypeScript
tstockham96

io.github.tstockham96/engram

tstockham96/engram30

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

Developer ToolsTypeScript
debridge-finance

io.github.debridge-finance/debridge-mcp

debridge-finance/debridge-mcp29

deBridge MCP

Developer ToolsTypeScript
Couchbase-Ecosystem

io.github.Couchbase-Ecosystem/mcp-server-couchbase

Couchbase-Ecosystem/mcp-server-couchbase29

Couchbase Model Context Protocol Server to interact with Couchbase clusters

Developer ToolsPython
qase-tms

Qase Test Management

qase-tms/qase-mcp-server27

Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.

Developer ToolsTypeScript
galaxyproject

io.github.galaxyproject/galaxy-mcp

galaxyproject/galaxy-mcp26

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

Developer ToolsPython
kuhumcst

io.github.kuhumcst/dannet

kuhumcst/DanNet26

DanNet - Danish WordNet with rich lexical relationships and SPARQL access.

Developer ToolsClojure
iowarp

CLIO Hdf5

iowarp/clio-kit24

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

Developer ToolsPython
habedi

io.github.habedi/omni-lpr

habedi/omni-lpr22

An MCP server for automatic license plate recognition

Developer ToolsPython
n24q02m

io.github.n24q02m/better-notion-mcp

n24q02m/better-notion-mcp.git18

Markdown-first MCP server for Notion API with 9 composite tools and 39+ actions.

Developer ToolsTypeScript
qwe4559999

io.github.qwe4559999/scopus-mcp

qwe4559999/scopus-mcp18

A Model Context Protocol server for the Elsevier Scopus API

Developer ToolsPython
zoharbabin

io.github.zoharbabin/google-researcher

zoharbabin/google-researcher-mcp18

MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants

Developer ToolsTypeScript
arvindand

io.github.arvindand/maven-tools-mcp

arvindand/maven-tools-mcp17

JVM dependency intelligence for AI assistants via Maven Central

Developer ToolsJava
teamwork

com.teamwork/mcp

teamwork/mcp16

The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.

Developer ToolsGo
neverinfamous

io.github.neverinfamous/memory-journal-mcp

neverinfamous/memory-journal-mcp.git13

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Developer ToolsTypeScript
jakobwennberg

io.github.jakobwennberg/fortnox

jakobwennberg/fortnox-mcp13

MCP server for Fortnox Swedish accounting API integration

Developer ToolsTypeScript
neverinfamous

ai.smithery/neverinfamous-memory-journal-mcp

neverinfamous/memory-journal-mcp13

A MCP server built for developers enabling Git based project management with project and personal…

Developer ToolsTypeScript
yellow-hammer

io.github.yellow-hammer/mcp-1c-platform-tools

yellow-hammer/mcp-1c-platform-tools13

MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённым IPC.

Developer ToolsTypeScript
jghiringhelli

io.github.jghiringhelli/codeseeker

jghiringhelli/codeseeker11

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Developer ToolsTypeScript
e18e

e18e

e18e/mcp11

The official e18e MCP server keeping your agent in check from installing bloated dependencies.

Developer ToolsTypeScript
Crawleo

io.github.Crawleo/Crawleo-MCP

Crawleo/Crawleo-MCP10

Hosted Crawleo MCP (remote streamable HTTP endpoint).

Developer ToolsJavaScript
xt765

io.github.xt765/mcp-document-converter

xt765/mcp-document-converter10

Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.

Developer ToolsPython
yuvalsuede

io.github.yuvalsuede/claudia

yuvalsuede/claudia10

Task management for AI agents with hierarchical tasks, dependencies, sprints, and coordination.

Developer ToolsTypeScript
serkan-ozal

com.driflyte/driflyte-mcp-server

serkan-ozal/driflyte-mcp-server9

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

Developer ToolsTypeScript
wei

ci.git/mymlh-mcp-server

wei/mymlh-mcp-server9

OAuth-enabled MyMLH MCP server for accessing MyMLH data.

Developer ToolsTypeScript
kontent-ai

io.github.kontent-ai/mcp-server

kontent-ai/mcp-server8

Connect to Kontent.ai to manage content, types, taxonomies, and workflows via natural language

Developer ToolsTypeScript
jackdark425

io.github.jackdark425/aigroup-mdtoword-mcp

jackdark425/aigroup-mdtoword-mcp8

本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路径图片嵌入问题

Developer ToolsJavaScript
VictoriaMetrics-Community

io.github.VictoriaMetrics-Community/mcp-vmanomaly

VictoriaMetrics-Community/mcp-vmanomaly7

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

Developer ToolsGo
VictoriaMetrics

io.github.VictoriaMetrics/mcp-vmanomaly

VictoriaMetrics/mcp-vmanomaly7

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

Developer ToolsGo
Cranot

io.github.Cranot/agentskb

Cranot/agentskb-mcp7

Researched knowledge for AI agents. Canonical answers from official sources.

Developer Tools
sevalla-hosting

Sevalla

sevalla-hosting/mcp6

Official Sevalla MCP — full PaaS API access through just 2 tools.

Developer ToolsTypeScript
gander-tools

io.github.gander-tools/osm-tagging-schema-mcp

gander-tools/osm-tagging-schema-mcp6

MCP server for querying and validating OpenStreetMap tags

Developer ToolsTypeScript
lightningfaucet

io.github.lightningfaucet/mcp-server

lightningfaucet/mcp-server6

Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.

Developer ToolsJavaScript
zero-abd

io.github.zero-abd/llmmcp

zero-abd/llmmcp6

MCP server for real-time LLM API documentation — stop hallucinations

Developer ToolsTypeScript
transcribe-app

io.github.IPv6/mcp-transcribe

transcribe-app/mcp-transcribe6

MCP-Transcribe server allows LLMs to interact with the text content of audio/video files

Developer ToolsJavaScript
xpozpublic

Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)

xpozpublic/xpoz-mcp6

Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.

Developer Tools
pshivapr

io.github.pshivapr/selenium-mcp

pshivapr/selenium-mcp5

Selenium Tools for MCP

Developer ToolsTypeScript
back1ply

io.github.back1ply/agent-skill-loader

back1ply/agent-skill-loader5

Dynamically load Claude Code skills into AI agents without copying files.

Developer ToolsTypeScript
overstarry

io.github.overstarry/qweather-mcp

overstarry/qweather-mcp5

a qweather mcp server

Developer ToolsTypeScript
saidsef

ai.smithery/saidsef-mcp-github-pr-issue-analyser

saidsef/mcp-github-pr-issue-analyser5

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…

Developer ToolsPython
shopanaio

io.github.shopanaio/novaposhta

shopanaio/carrier-api5

MCP Server for Nova Poshta API integration with AI assistants

Developer ToolsHTML
pavelpiha

io.github.pavelpiha/specrun

pavelpiha/specrun5

MCP server that converts OpenAPI specs into tools which can query API endpoints

Developer ToolsTypeScript
Citedy

Citedy SEO Agent

Citedy/citedy-seo-agent4

AI marketing: SEO articles, trend scouting, competitor analysis, social media, lead magnets

Developer ToolsJavaScript
gigabrainobserver

io.github.gigabrain-observer/google-docs-mcp-server

gigabrainobserver/google-docs-mcp-server4

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

Developer ToolsPython
Steemhunt

io.github.h1-hunt/mintclub

Steemhunt/mint.club-v2-ai4

Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create

Developer ToolsTypeScript
Frihet-io

io.github.berthelius/frihet

Frihet-io/frihet-mcp4

AI-native business management. Invoices, expenses, clients, products, quotes. 31 tools.

Developer ToolsTypeScript
cyclimse

MCP Scaleway Functions

cyclimse/mcp-scaleway-functions4

Unofficial MCP Server for Scaleway Serverless Functions

Developer ToolsGo
agentailor

io.github.agentailor/slimcontext-mcp-server

agentailor/slimcontext-mcp-server4

MCP Server for SlimContext - AI chat history compression tools

Developer ToolsTypeScript
gunnargrosch

io.github.gunnargrosch/doom-mcp

gunnargrosch/doom-mcp4

Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client

Developer ToolsRust
nestr-dev

io.nestr/mcp

nestr-dev/nestr-mcp4

Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.

Developer ToolsTypeScript
ycjcl868

io.github.ycjcl868/mcp-server-fear-greed

ycjcl868/mcp-server-fear-greed4

An MCP server for mcp-server-fear-greed

Developer ToolsTypeScript
bahfahh

io.github.bahfahh/noteit-mcp

bahfahh/noteit-mcp4

MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.

Developer Tools
AIQBee

Aiqbee Brain

AIQBee/aiqbee-ai3

AI knowledge graph for architecture, portfolio, and digital strategy management.

Developer ToolsJavaScript
humanjesse

com.textarttools/textarttools-mcp

humanjesse/textarttools-mcp3

Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts

Developer ToolsTypeScript
n24q02m

io.github.n24q02m/mnemo-mcp

n24q02m/mnemo-mcp.git3

Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.

Developer ToolsPython
james-see

io.github.james-see/mcp-drawthings

james-see/mcp-drawthings3

MCP server for Draw Things - local AI image generation on Mac

Developer ToolsTypeScript
gattjoe

io.github.gattjoe/ACMS

gattjoe/ACMS3

Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS

Developer ToolsPython
debu-sinha

io.github.debu-sinha/excalidraw

debu-sinha/excalidraw-mcp-server3

Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools

Developer ToolsTypeScript
keithah

ai.smithery/keithah-tessie-mcp

keithah/tessie-mcp3

Unofficial integration! ## ✨ Key Features ### 💰 Financial Intelligence - **Smart Charging Cost An…

Developer ToolsJavaScript
jaw9c

com.remote-mcp/registry-mcp

jaw9c/mcp-registry-mcp3

An MCP server that serves informtaion from the official MCP registry

Developer ToolsTypeScript
cmd8

io.github.cmd8/excalidraw-mcp

cmd8/excalidraw-mcp3

Model Context Protocol server for Excalidraw diagrams.

Developer ToolsTypeScript
rm-rf-prod

io.github.rm-rf-prod/groundtruth

rm-rf-prod/GroundTruth-MCP3

Self-hosted MCP for live docs, code audits, and best practices. 363+ libraries, no rate limits.

Developer ToolsTypeScript
MeasureSpace

io.github.MeasureSpace/measure-space-mcp-server

MeasureSpace/measure-space-mcp-server3

MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io

Developer ToolsJavaScript
Ansvar-Systems

eu.ansvar/dutch-law-mcp

Ansvar-Systems/Dutch-law-mcp2

Query Dutch statutes, 202K+ court decisions, EU cross-references, and kamerstukken

Developer ToolsTypeScript
Digilac

io.github.Digilac/simap-mcp

Digilac/simap-mcp2

MCP server for simap.ch - Swiss public procurement platform

Developer ToolsTypeScript
hongnoul

io.github.hongnoul/mit-dining

hongnoul/mit-dining-mcp2

Real-time MIT dining hall menus with dietary filtering across all 6 halls

Developer ToolsTypeScript
fyllepo

io.github.fyllepo/qubic-mcp

fyllepo/qubic-mcp2

MCP server for Qubic — balances, prices, transfers, wallets, and more.

Developer ToolsTypeScript
n24q02m

io.github.n24q02m/wet-mcp

n24q02m/wet-mcp.git2

MCP server for web search, content extraction, academic research, and library docs.

Developer ToolsPython
j0hanz

io.github.j0hanz/filesystem-context

j0hanz/filesystem-context-mcp-server2

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

Developer ToolsTypeScript
TheoEwzZer

io.github.TheoEwzZer/winsight

TheoEwzZer/WinSight-MCP2

Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.

Developer ToolsPython
knowledgepa3

GIA Governance Intelligence Automation

knowledgepa3/gia-mcp-server2

AI governance engine — decision controls, compliance, audit chains, knowledge packs.

Developer ToolsJavaScript
koki-develop

io.github.koki-develop/esa-mcp-server

koki-develop/esa-mcp-server.git2

A Model Context Protocol (MCP) server for esa.io

Developer ToolsTypeScript
perminder-klair

io.github.zeiq-co/thoth-mcp

perminder-klair/thoth-mcp2

MCP server for Thoth with multi-platform AI content generation

Developer ToolsTypeScript
tjp2021

io.github.tjp2021/mcp-thinkgate

tjp2021/mcp-thinkgate2

Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.

Developer ToolsTypeScript
whiteknightonhorse

io.github.whiteknightonhorse/apibase

whiteknightonhorse/APIbase2

327 tools, 92 providers. Pay per call via x402 + MPP. One MCP endpoint.

Developer ToolsTypeScript
zhound420

io.github.zhound420/d365fo-connector

zhound420/D365FO-claude-connector2

Query and manage Microsoft Dynamics 365 Finance & Operations via MCP

Developer ToolsTypeScript
Aman-Amith-Shastry

ai.smithery/Aman-Amith-Shastry-scientific_computation_mcp

Aman-Amith-Shastry/scientific_computation_mcp2

This MCP server enables users to perform scientific computations regarding linear algebra and vect…

Developer ToolsPython
Grey-Iris

io.github.misterwigglesworth/easy-notion

Grey-Iris/easy-notion-mcp2

Markdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidelity.

Developer ToolsTypeScript
n24q02m

io.github.n24q02m/better-telegram-mcp

n24q02m/better-telegram-mcp.git2

Telegram MCP server — dual-mode Bot API + MTProto, 6 composite tools.

Developer ToolsPython
annibale-x

io.github.annibale-x/mcp-webgate

annibale-x/mcp-webgate2

Web search that doesn't wreck your AI's memory.

Developer ToolsPython
zero-abd

io.github.zero-abd/draw2agent

zero-abd/draw2agent2

Draw on your website, let your AI agent see it. Visual context for code generation via MCP.

Developer ToolsTypeScript
ryudi84

io.github.ryudi84/jwt

ryudi84/sovereign-mcp-servers1

MCP server for JWT decoding and inspection

Developer ToolsJavaScript
airblackbox

io.github.shotwellj/air-blackbox

airblackbox/air-blackbox-mcp1

EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate

Developer ToolsPython
zerodustxyz

io.github.zerodustxyz/zerodust

zerodustxyz/zerodust1

Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.

Developer ToolsTypeScript
cyberpapiii

io.github.cyberpapiii/imessage-max

cyberpapiii/imessage-max1

AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.

Developer ToolsPython
socialneuron

com.socialneuron/mcp-server

socialneuron/mcp-server1

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

Developer ToolsTypeScript
gwhthompson

io.github.gwhthompson/grist-mcp-server

gwhthompson/grist-mcp-server1

11 tools for managing Grist documents with AI

Developer ToolsTypeScript
flowzap-xyz

io.github.flowzap-xyz/flowzap

flowzap-xyz/flowzap-mcp1

Create workflow, sequence, and architecture diagrams via AI assistants.

Developer ToolsTypeScript
gate

Gate MCP

gate/gate-mcp1

Public Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.

Developer ToolsTypeScript
andylbrummer

io.github.andylbrummer/neural-mcp

andylbrummer/math-mcp1

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

Developer ToolsPython
andylbrummer

io.github.andylbrummer/quantum-mcp

andylbrummer/math-mcp1

GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

Developer ToolsPython
Forge-Space

io.github.Forge-Space/ui-mcp

Forge-Space/ui-mcp1

Forge Space MCP server for UI and backend generation via stdio transport.

Developer ToolsTypeScript
berkayderin

io.github.berkayderin/nextscan

berkayderin/nextscan1

MCP server that scans Next.js projects and returns a compact summary

Developer ToolsTypeScript
sarahpark

io.github.sarahpark/google-search-console

sarahpark/google-search-console-mcp1

Google Search Console MCP server — search analytics, URL inspection, and sitemaps

Developer ToolsJavaScript
jgador

io.github.jgador/websharp

jgador/websharp1

Search the web and extract article text for LLMs.

Developer ToolsC#
nuance-dev

io.github.nuance-dev/rival

nuance-dev/rival-mcp1

Query AI model benchmarks, pricing, and comparisons from rival.tips

Developer ToolsJavaScript
productstein

io.github.productstein/holomime

productstein/holomime1

Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP

Developer ToolsTypeScript
agent-polis

io.github.agent-polis/impact-preview

agent-polis/impact-preview1

Impact preview for AI agents - see what changes before any action executes.

Developer ToolsPython
zezeron

io.github.zezeron/tweetsave-mcp

zezeron/tweetsave-mcp1

Twitter/X analysis without token waste. Fetch tweets, download media. No API key.

Developer ToolsTypeScript
zerabic

io.github.zerabic/agentweb

zerabic/agentweb-mcp1

Free business data for AI agents. 11M+ businesses, 227 countries, phone/email/hours.

Developer ToolsJavaScript
Digital-Defiance

io.github.Digital-Defiance/mcp-debugger

Digital-Defiance/mcp-debugger-server1

Node.js and TypeScript debugging with 25+ tools for AI agents

Developer ToolsTypeScript
j7an

io.github.j7an/nexus-mcp

j7an/nexus-mcp1

Invoke CLI agents (Gemini, Codex, Claude, OpenCode) as MCP tools with parallel execution

Developer ToolsPython
andylbrummer

io.github.andylbrummer/molecular-mcp

andylbrummer/math-mcp1

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

Developer ToolsPython
mcpcentral-io

io.github.mcpcentral-io/mcp-time

mcpcentral-io/mcp-time1

Time MCP server via HTTP

Developer ToolsJavaScript
ziggythebot

io.github.ziggythebot/namecheap

ziggythebot/namecheap-mcp1

Check domain availability across 600+ TLDs on Namecheap with pricing and purchase links

Developer ToolsJavaScript
james116blue

Journald MCP Server

james116blue/journald-mcp-server.git1

Incident forensic with log files analyzing

Developer ToolsPython
mcp-z

io.github.kmalakoff/mcp-pdf

mcp-z/mcp-pdf1

MCP server for PDF generation using PDFKit

Developer ToolsTypeScript
zlatkoc

io.github.zlatkoc/youtube-summarize

zlatkoc/youtube-summarize1

MCP server that fetches YouTube video transcripts and optionally summarizes them

Developer ToolsPython
ryudi84

io.github.ryudi84/shadow

ryudi84/sovereign-mcp-servers1

MCP server for CSS box-shadow generation

Developer ToolsJavaScript
nunolima

GitLab Documentation MCP Server

nunolima/gitlab-docs-mcp1

Searchable access to GitLab documentation from multiple repositories with full-text search.

Developer ToolsDockerfile
yohasacura

io.github.yohasacura/drawio-mcp

yohasacura/drawio-mcp1

MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

Developer ToolsPython
AlekseiMarchenko

io.github.AlekseiMarchenko/central-intelligence

AlekseiMarchenko/central-intelligence1

Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

Developer ToolsTypeScript
Mediaeater

io.github.Mediaeater/swarm-at

Mediaeater/swarm-at-ledger1

Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools

Developer ToolsPython
IPGeolocation

IPGeolocation.io MCP Server

IPGeolocation/ipgeolocation-io-mcp1

Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.

Developer ToolsTypeScript
whale-professor

io.github.whale-professor/mcp-server-3daistudio

whale-professor/3daistudio_skill1

MCP server for 3D AI Studio — generate 3D models from text or images using Hunyuan and TRELLIS

Developer ToolsPython
index9-org

io.github.index9-org/mcp

index9-org/mcp1

Up-to-date model data for AI coding assistants.

Developer ToolsTypeScript
xieyuschen

io.github.xieyuschen/gopls-mcp

xieyuschen/gopls-mcp0

Semantic code analysis for Go using gopls - language-aware navigation, definitions, references

Developer Tools
sellisd

io.github.sellisd/mcp-units

sellisd/mcp-units0

An MCP server that provides some common units conversions for cooking

Developer Tools
wazionapps

io.github.wazionapps/mcp-server

wazionapps/mcp-server0

244 WhatsApp Business AI tools for messaging, automation, marketing, CRM and Shopify

Developer Tools
gregario

io.github.gregario/tft-oracle

gregario/tft-oracle0

TFT champion, trait, item, and augment data for LLMs via CommunityDragon

Developer Tools
abhiyoheswaran1

io.github.abhiyoheswaran1/projscan

abhiyoheswaran1/projscan0

Agent-first code intelligence over MCP. 11 langs, 27 tools. Live PR watch, taint, cost. Offline.

Developer Tools
qso-graph

io.github.qso-graph/qrz-mcp

qso-graph/qrz-mcp0

QRZ.com MCP server. Callsign lookup, DXCC resolution, logbook queries via QRZ XML API.

Developer Tools
bobross2020

io.github.bobross2020/brickpulse-mcp

bobross2020/brickpulse-mcp0

Query LEGO set details, retirement dates, deals, and price history from BrickPulse.ai

Developer Tools
gpavan1992

io.github.gpavan1992/globalpulse-mcp

gpavan1992/Globalpulse-MCP0

Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.

Developer Tools
sandsower

io.github.sandsower/kronan-mcp

sandsower/kronan-mcp0

MCP server for the Krónan grocery store API (Iceland)

Developer Tools
qso-graph

io.github.qso-graph/qsp-mcp

qso-graph/qsp-mcp0

QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)

Developer Tools
daedalus

io.github.daedalus/mcp-sympy

daedalus/mcp-sympy0

MCP server that exposes SymPy's symbolic mathematics functionality

Developer Tools
aernouddekker

io.github.aernouddekker/remindersmcp

aernouddekker/macos-mcp0

MCP server for macOS Reminders.app — list and reminder management via AppleScript

Developer Tools
mishrasanjeev

io.github.mishrasanjeev/agenticorg

mishrasanjeev/agentic-org0

AgenticOrg AI agents + native connectors + 1000+ via Composio. Finance/HR/Marketing/Ops.

Developer Tools
sdeanesh-png

io.github.sdeanesh-png/agentpay

sdeanesh-png/agentpay0

Spending controls for AI agents: per-agent budgets, vendor allowlists, full audit trail.

Developer Tools
cammac-creator

io.github.cammac-creator/openswissdata

cammac-creator/openswissdata0

Swiss federal open data via MCP: TARES tariffs, FINMA registry, NOGA codes (9 tools).

Developer Tools
energio-es

io.github.energio-es/holded-mcp

energio-es/holded-mcp0

MCP server for Holded — invoicing, accounting, CRM, projects, and team

Developer Tools
dingdawg

io.github.dingdawg/dingdawg-data-agent

dingdawg/dingdawg-agent-10

AI data agent — schema analysis, query optimization, PII detection, pipelines.

Developer Tools
FlayedOne

io.github.FlayedOne/plesk-mcp

FlayedOne/plesk-mcp.git0

Manage your Plesk hosting server using AI assistants.

Developer Tools
hhopke

io.github.hhopke/intervals-icu-mcp

hhopke/intervals-icu-mcp0

MCP server for Intervals.icu — access training, wellness, and performance data from LLMs.

Developer Tools
weatherai-io

io.github.weatherai-io/weatherai

weatherai-io/mcp-server0

WeatherAI — 11 live weather tools for Claude, Cursor, Windsurf and any MCP AI assistant

Developer Tools
foxintheloop

io.github.foxintheloop/uptier

foxintheloop/UpTier0

MCP-powered To-Do application with intelligent task prioritization

Developer Tools
vdappdev2

io.github.vdappdev2/definecurrency

vdappdev2/verusidx-mcp0

MCP server for defining Verus currencies — tokens, fractional baskets, centralized, ERC-20 mapped

Developer Tools
theYahia

io.github.theYahia/cbr-mcp

theYahia/cbr-mcp0

MCP server for Central Bank of Russia API — currency rates, key rate, precious metals, conversion.

Developer Tools
wheelfor

io.github.wheelfor/mcp

wheelfor/mcp0

MCP server for wheelfor.com — create, spin, and manage decision wheels

Developer Tools
smurfy92

io.github.smurfy92/openclaw-control-mcp

smurfy92/openclaw-control-mcp0

MCP server bridging Claude Code to the OpenClaw gateway management plane via JSON-RPC.

Developer Tools
hrvoje0099

io.github.hrvoje0099/git-leaderboard

hrvoje0099/git-leaderboard0

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

Developer Tools
LanceRoylo

io.github.LanceRoylo/mcp

LanceRoylo/neverranked0

AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

Developer Tools
vreddie2go

io.github.vreddie2go/vreddie-mcp-server

vreddie2go/vreddie-platform0

VR Eddie's headset ratings, game reviews, deals, and compatibility checks via MCP.

Developer Tools
hostsmith

io.github.hostsmith/mcp-server

hostsmith/mcp-server0

Deploy static sites on Hostsmith - give it a file, get a live HTTPS URL. EU/US residency.

Developer Tools
james-webdev

io.github.james-webdev/trustrails

james-webdev/trustrails-mcp-server0

Search UK electronics products across retailers. Real-time prices, stock, and specs.

Developer ToolsJavaScript
LembaGang

io.github.LembaGang/headless-oracle-mcp

LembaGang/headless-oracle-v50

Ed25519-signed market-state receipts for 28 exchanges. Fail-closed pre-trade gate.

Developer Tools
Coalesce-Software-Inc

io.github.Coalesce-Software-Inc/coalesce-transform

Coalesce-Software-Inc/coalesce-transform-mcp0

MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and runs.

Developer Tools
codespar

io.github.codespar/mcp-pix-bcb

codespar/mcp-dev-brasil0

MCP server for Pix BCB API — official Banco Central do Brasil Pix standard

Developer Tools
Daghis

io.github.Daghis/teamcity

Daghis/teamcity-mcp0

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Developer Tools
irmasemma

io.github.irmasemma/postcopilot-mcp

irmasemma/ThreadsExporterFinalWeb0

Threads tools for AI — generate viral posts, download videos, export profiles

Developer Tools
ryudi84

io.github.ryudi84/regex-lab

ryudi84/sovereign-mcp-servers0

MCP server for regex testing, matching, replacing, and validation

Developer Tools
topofgames

io.github.topofgames/la-ei-romania

topofgames/la-ei-mcp0

Romanian classified ads and business directory. Search 30K+ businesses, ads, exchange rates.

Developer Tools
IDNSIDNS

io.github.IDNSIDNS/tenderapi-mcp

IDNSIDNS/tenderapi-mcp0

MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.

Developer Tools
jagilber-org

io.github.jagilber-org/index-server

jagilber-org/index-server0

MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion.

Developer Tools
Obi49

io.github.Obi49/colber-mcp

Obi49/Colber0

Trust + coordination infrastructure for the agent economy. 27 tools across 6 Colber modules.

Developer Tools
codespar

io.github.codespar/mcp-iugu

codespar/mcp-dev-brasil0

MCP server for iugu — invoices, subscriptions, customers, payment methods

Developer Tools

Frequently Asked Questions about Developer Tools MCP Servers

There are MCP servers for GitHub, GitLab, Jira, Linear, Sentry, and many more. They let AI agents create issues, review PRs, query error logs, and interact with your dev workflow.

MCP servers connect your AI client to tools like GitHub Actions, CircleCI, and Jenkins. Agents can check build status, read logs, and help debug failed pipelines without leaving the chat.