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.
4781 servers in this category

io.github.tldraw/tldraw
tldraw/tldraw46.0kDraw and visually collaborate with your agents on tldraw's canvas.
Developer ToolsTypeScript
Chrome DevTools MCP
ChromeDevTools/chrome-devtools-mcp31.3kMCP server for Chrome DevTools
Developer ToolsTypeScript
Oh My Posh Validator
JanDeDobbeleer/oh-my-posh21.9kValidate oh-my-posh configurations and segment snippets against the official schema.
Developer ToolsGo
jCodemunch MCP
jgravelle/jcodemunch-mcp1.2kToken-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.
Developer ToolsPython
io.github.yifancong/rsdoctor
web-infra-dev/rsdoctor1.1kAn MCP server that provides build analysis and optimization recommendations for Rspack projects.
Developer ToolsTypeScript
io.github.brave/brave-search-mcp-server
brave/brave-search-mcp-server825Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
Developer ToolsTypeScript
io.github.giancarloerra/socraticode
giancarloerra/socraticode627MCP server for local codebase indexing, semantic search, and code dependency graphs.
Developer ToolsTypeScript
com.docfork/docfork-mcp
docfork/docfork441Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.
Developer ToolsMDX
com.gitkraken/gk-cli
gitkraken/gk-cli385The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
Developer Tools
io.github.r-huijts/strava-mcp
r-huijts/strava-mcp294MCP server for accessing Strava API
Developer ToolsTypeScript
Hex SSH
levnikolaevich/claude-code-skills251Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.
Developer ToolsJavaScript
io.github.zhongweili/nanobanana-mcp-server
zhongweili/nanobanana-mcp-server216An MCP server that provides image generation and editing capabilities
Developer ToolsPython
dev.svelte/mcp
sveltejs/mcp213The official Svelte MCP server providing docs and autofixing tools for Svelte development
Developer ToolsTypeScript
com.mux/mcp
muxinc/mux-node-sdk177The official MCP Server for the Mux API
Developer ToolsTypeScript
io.github.VictoriaMetrics/mcp-victoriametrics
VictoriaMetrics/mcp-victoriametrics132MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Developer ToolsGo
io.github.Kapeli/dash-mcp-server
Kapeli/dash-mcp-server131MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
Developer ToolsPython
io.github.priyankark/lighthouse-mcp
priyankark/lighthouse-mcp129MCP server for Google Lighthouse performance metrics
Developer ToolsJavaScript
io.github.jamesmontemagno/monkeymcp
jamesmontemagno/monkeymcp123MCP server providing monkey data, journeys, and location services for various monkey species.
Developer ToolsJupyter Notebook
io.github.cyanheads/mcp-ts-core
cyanheads/mcp-ts-core122Agent-native TypeScript framework for building MCP servers with declarative definitions.
Developer ToolsTypeScript
io.github.serpapi/serpapi-mcp
serpapi/serpapi-mcp122Official SerpApi MCP server for Google, Bing, and other search engines.
Developer ToolsPython
io.github.l33tdawg/sage
l33tdawg/sage115Persistent, consensus-validated institutional memory for AI agents. Runs locally.
Developer ToolsGo
io.github.TickTockBent/charlotte
ticktockbent/charlotte109Renders web pages into structured, agent-readable representations using headless Chromium.
Developer ToolsTypeScript
io.github.neuledge/context
neuledge/context108Local-first documentation for AI agents. Offline, instant, private doc retrieval.
Developer ToolsTypeScript
io.github.Dave-London/npm
Dave-London/Pare99Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON.
Developer ToolsTypeScript
io.github.yokingma/one-search-mcp
yokingma/one-search-mcp97Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more
Developer ToolsTypeScript
ai.smithery/jjlabsio-korea-stock-mcp
jjlabsio/korea-stock-mcp95Search company disclosures and financial statements from the Korean market. Retrieve stock profile…
Developer ToolsTypeScript
io.github.jjlabsio/korea-stock-mcp
jjlabsio/korea-stock-mcp95MCP server for korea stock
Developer ToolsTypeScript
io.github.yuque/yuque-mcp
yuque/yuque-mcp-server92MCP server for Yuque — expose your knowledge base to AI assistants.
Developer ToolsTypeScript
io.github.yuvalsuede/memory-mcp
yuvalsuede/memory-mcp88Persistent memory + git snapshots for Claude Code. Never lose context or code.
Developer ToolsJavaScript
io.github.whistlegraph/aesthetic-computer
whistlegraph/aesthetic-computer88MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock melodies
Developer ToolsJavaScript
io.oxylabs/oxylabs-mcp
oxylabs/oxylabs-mcp87Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
Developer ToolsPython
Arm MCP Server
arm/mcp64Official Arm MCP server for code migration, optimization, and Arm architecture guidance
Developer ToolsPython
io.github.yokingma/time-mcp
yokingma/time-mcp64Time MCP Server, giving LLMs time awareness capabilities.
Developer ToolsJavaScript
io.github.b1ff/atlassian-dc-mcp-jira
b1ff/atlassian-dc-mcp59MCP server for Atlassian Jira Data Center - search, view, and create issues
Developer ToolsTypeScript
io.github.zazencodes/random-number-mcp
zazencodes/random-number-mcp47Essential random number generation utilities from the Python standard library
Developer ToolsPython
ai.waystation/jira
waystation-ai/mcp45Track issues, manage projects, and streamline workflows in Jira.
Developer ToolsJavaScript
io.github.zenml-io/mcp-zenml
zenml-io/mcp-zenml43MCP server for ZenML - browse stacks, pipelines, runs, artifacts & trigger pipeline runs via API
Developer ToolsPython
Rootly
Rootly-AI-Labs/Rootly-MCP-server40Incident management, on-call scheduling, and intelligent analysis powered by Rootly.
Developer ToolsPython
io.github.varun369/superlocalmemory
varun369/SuperLocalMemoryV238Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Developer ToolsPython
io.github.xorrkaz/cml-mcp
xorrkaz/cml-mcp37An MCP server that provides access to common Cisco Modeling Labs (CML) operations.
Developer ToolsPython
io.github.DiaaAj/a-mem-mcp
DiaaAj/a-mem-mcp31Self-evolving memory system for AI agents
Developer ToolsPython
io.github.leshchenko1979/fast-mcp-telegram
leshchenko1979/fast-mcp-telegram31Telegram MCP server with search and messaging capabilities
Developer ToolsPython
io.github.themesberg/flowbite-mcp
themesberg/flowbite-mcp31MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS
Developer ToolsJavaScript
io.github.klever-io/mcp-klever-vm
klever-io/mcp-klever-vm30MCP server for Klever blockchain smart contract development.
Developer ToolsTypeScript
io.github.tstockham96/engram
tstockham96/engram30Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.
Developer ToolsTypeScript
io.github.debridge-finance/debridge-mcp
debridge-finance/debridge-mcp29deBridge MCP
Developer ToolsTypeScript
Qase Test Management
qase-tms/qase-mcp-server27Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.
Developer ToolsTypeScript
io.github.galaxyproject/galaxy-mcp
galaxyproject/galaxy-mcp26MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows
Developer ToolsPython
io.github.kuhumcst/dannet
kuhumcst/DanNet26DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
Developer ToolsClojure
CLIO Hdf5
iowarp/clio-kit24HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server
Developer ToolsPython
io.github.habedi/omni-lpr
habedi/omni-lpr22An MCP server for automatic license plate recognition
Developer ToolsPython
io.github.qwe4559999/scopus-mcp
qwe4559999/scopus-mcp18A Model Context Protocol server for the Elsevier Scopus API
Developer ToolsPython
io.github.n24q02m/better-notion-mcp
n24q02m/better-notion-mcp.git18Markdown-first MCP server for Notion API with 8 composite tools and 39 actions.
Developer ToolsTypeScript
io.github.zoharbabin/google-researcher
zoharbabin/google-researcher-mcp18MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants
Developer ToolsTypeScript
io.github.arvindand/maven-tools-mcp
arvindand/maven-tools-mcp17JVM dependency intelligence for AI assistants via Maven Central
Developer ToolsJava
com.teamwork/mcp
teamwork/mcp16The Teamwork.com official MCP server helps teams efficiently manage client projects with AI.
Developer ToolsGo
io.github.yellow-hammer/mcp-1c-platform-tools
yellow-hammer/mcp-1c-platform-tools13MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённым IPC.
Developer ToolsTypeScript
ai.smithery/neverinfamous-memory-journal-mcp
neverinfamous/memory-journal-mcp13A MCP server built for developers enabling Git based project management with project and personal…
Developer ToolsTypeScript
io.github.neverinfamous/memory-journal-mcp
neverinfamous/memory-journal-mcp.git13Developer journal with knowledge graphs, relationships, Git context, and semantic search
Developer ToolsTypeScript
io.github.jakobwennberg/fortnox
jakobwennberg/fortnox-mcp13MCP server for Fortnox Swedish accounting API integration
Developer ToolsTypeScript
e18e
e18e/mcp11The official e18e MCP server keeping your agent in check from installing bloated dependencies.
Developer ToolsTypeScript
io.github.jghiringhelli/codeseeker
jghiringhelli/codeseeker11Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
Developer ToolsTypeScript
io.github.Crawleo/Crawleo-MCP
Crawleo/Crawleo-MCP10Hosted Crawleo MCP (remote streamable HTTP endpoint).
Developer ToolsJavaScript
io.github.xt765/mcp-document-converter
xt765/mcp-document-converter10Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.
Developer ToolsPython
io.github.yuvalsuede/claudia
yuvalsuede/claudia10Task management for AI agents with hierarchical tasks, dependencies, sprints, and coordination.
Developer ToolsTypeScript
ci.git/mymlh-mcp-server
wei/mymlh-mcp-server9OAuth-enabled MyMLH MCP server for accessing MyMLH data.
Developer ToolsTypeScript
com.driflyte/driflyte-mcp-server
serkan-ozal/driflyte-mcp-server9Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
Developer ToolsTypeScript
io.github.kontent-ai/mcp-server
kontent-ai/mcp-server8Connect to Kontent.ai to manage content, types, taxonomies, and workflows via natural language
Developer ToolsTypeScript
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
io.github.Cranot/agentskb
Cranot/agentskb-mcp7Researched knowledge for AI agents. Canonical answers from official sources.
Developer Tools
io.github.VictoriaMetrics/mcp-vmanomaly
VictoriaMetrics/mcp-vmanomaly7MCP Server for vmanomaly - VictoriaMetrics anomaly detection
Developer ToolsGo
io.github.VictoriaMetrics-Community/mcp-vmanomaly
VictoriaMetrics-Community/mcp-vmanomaly7MCP Server for vmanomaly - VictoriaMetrics anomaly detection
Developer ToolsGo
io.github.IPv6/mcp-transcribe
transcribe-app/mcp-transcribe6MCP-Transcribe server allows LLMs to interact with the text content of audio/video files
Developer ToolsJavaScript
io.github.gander-tools/osm-tagging-schema-mcp
gander-tools/osm-tagging-schema-mcp6MCP server for querying and validating OpenStreetMap tags
Developer ToolsTypeScript
Sevalla
sevalla-hosting/mcp6Official Sevalla MCP — full PaaS API access through just 2 tools.
Developer ToolsTypeScript
Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)
xpozpublic/xpoz-mcp6Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.
Developer Tools
io.github.lightningfaucet/mcp-server
lightningfaucet/mcp-server6Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.
Developer ToolsJavaScript
io.github.zero-abd/llmmcp
zero-abd/llmmcp6MCP server for real-time LLM API documentation — stop hallucinations
Developer ToolsTypeScript
io.github.overstarry/qweather-mcp
overstarry/qweather-mcp5a qweather mcp server
Developer ToolsTypeScript
io.github.back1ply/agent-skill-loader
back1ply/agent-skill-loader5Dynamically load Claude Code skills into AI agents without copying files.
Developer ToolsTypeScript
ai.smithery/saidsef-mcp-github-pr-issue-analyser
saidsef/mcp-github-pr-issue-analyser5A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…
Developer ToolsPython
io.github.pshivapr/selenium-mcp
pshivapr/selenium-mcp5Selenium Tools for MCP
Developer ToolsTypeScript
io.github.shopanaio/novaposhta
shopanaio/carrier-api5MCP Server for Nova Poshta API integration with AI assistants
Developer ToolsHTML
io.github.pavelpiha/specrun
pavelpiha/specrun5MCP server that converts OpenAPI specs into tools which can query API endpoints
Developer ToolsTypeScript
Citedy SEO Agent
Citedy/citedy-seo-agent4AI marketing: SEO articles, trend scouting, competitor analysis, social media, lead magnets
Developer ToolsJavaScript
io.github.h1-hunt/mintclub
Steemhunt/mint.club-v2-ai4Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
Developer ToolsTypeScript
io.github.berthelius/frihet
Frihet-io/frihet-mcp4AI-native business management. Invoices, expenses, clients, products, quotes. 31 tools.
Developer ToolsTypeScript
MCP Scaleway Functions
cyclimse/mcp-scaleway-functions4Unofficial MCP Server for Scaleway Serverless Functions
Developer ToolsGo
io.github.gunnargrosch/doom-mcp
gunnargrosch/doom-mcp4Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
Developer ToolsRust
io.github.agentailor/slimcontext-mcp-server
agentailor/slimcontext-mcp-server4MCP Server for SlimContext - AI chat history compression tools
Developer ToolsTypeScript
io.nestr/mcp
nestr-dev/nestr-mcp4Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.
Developer ToolsTypeScript
io.github.ycjcl868/mcp-server-fear-greed
ycjcl868/mcp-server-fear-greed4An MCP server for mcp-server-fear-greed
Developer ToolsTypeScript
io.github.bahfahh/noteit-mcp
bahfahh/noteit-mcp4MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.
Developer Tools
io.github.gigabrain-observer/google-docs-mcp-server
gigabrainobserver/google-docs-mcp-server4Google Docs MCP server with full tab support, markdown extraction, and batch updates.
Developer ToolsPython
io.github.gattjoe/ACMS
gattjoe/ACMS3Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS
Developer ToolsPython
com.textarttools/textarttools-mcp
humanjesse/textarttools-mcp3Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts
Developer ToolsTypeScript
Aiqbee Brain
AIQBee/aiqbee-ai3AI knowledge graph for architecture, portfolio, and digital strategy management.
Developer ToolsJavaScript
io.github.MeasureSpace/measure-space-mcp-server
MeasureSpace/measure-space-mcp-server3MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io
Developer ToolsJavaScript
io.github.cmd8/excalidraw-mcp
cmd8/excalidraw-mcp3Model Context Protocol server for Excalidraw diagrams.
Developer ToolsTypeScript
com.remote-mcp/registry-mcp
jaw9c/mcp-registry-mcp3An MCP server that serves informtaion from the official MCP registry
Developer ToolsTypeScript
io.github.james-see/mcp-drawthings
james-see/mcp-drawthings3MCP server for Draw Things - local AI image generation on Mac
Developer ToolsTypeScript
io.github.n24q02m/mnemo-mcp
n24q02m/mnemo-mcp.git3Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.
Developer ToolsPython
io.github.debu-sinha/excalidraw
debu-sinha/excalidraw-mcp-server3Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
Developer ToolsTypeScript
ai.smithery/keithah-tessie-mcp
keithah/tessie-mcp3Unofficial integration! ## ✨ Key Features ### 💰 Financial Intelligence - **Smart Charging Cost An…
Developer ToolsJavaScript
io.github.rm-rf-prod/groundtruth
rm-rf-prod/GroundTruth-MCP3Live docs MCP server. 445+ libraries, code audit, snippets, dispatch tool, telemetry.
Developer ToolsTypeScript
io.github.TheoEwzZer/winsight
TheoEwzZer/WinSight-MCP2Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
Developer ToolsPython
io.github.whiteknightonhorse/apibase
whiteknightonhorse/APIbase2327 tools, 92 providers. Pay per call via x402 + MPP. One MCP endpoint.
Developer ToolsTypeScript
ai.smithery/Aman-Amith-Shastry-scientific_computation_mcp
Aman-Amith-Shastry/scientific_computation_mcp2This MCP server enables users to perform scientific computations regarding linear algebra and vect…
Developer ToolsPython
io.github.fyllepo/qubic-mcp
fyllepo/qubic-mcp2MCP server for Qubic — balances, prices, transfers, wallets, and more.
Developer ToolsTypeScript
io.github.zero-abd/draw2agent
zero-abd/draw2agent2Draw on your website, let your AI agent see it. Visual context for code generation via MCP.
Developer ToolsTypeScript
io.github.hongnoul/mit-dining
hongnoul/mit-dining-mcp2Real-time MIT dining hall menus with dietary filtering across all 6 halls
Developer ToolsTypeScript
io.github.misterwigglesworth/easy-notion
Grey-Iris/easy-notion-mcp2Markdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidelity.
Developer ToolsTypeScript
io.github.n24q02m/wet-mcp
n24q02m/wet-mcp.git2MCP server for web search, content extraction, academic research, and library docs.
Developer ToolsPython
io.github.j0hanz/filesystem-context
j0hanz/filesystem-context-mcp-server2🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis
Developer ToolsTypeScript
GIA Governance Intelligence Automation
knowledgepa3/gia-mcp-server2AI governance engine — decision controls, compliance, audit chains, knowledge packs.
Developer ToolsJavaScript
io.github.zeiq-co/thoth-mcp
perminder-klair/thoth-mcp2MCP server for Thoth with multi-platform AI content generation
Developer ToolsTypeScript
io.github.Digilac/simap-mcp
Digilac/simap-mcp2MCP server for simap.ch - Swiss public procurement platform
Developer ToolsTypeScript
io.github.tjp2021/mcp-thinkgate
tjp2021/mcp-thinkgate2Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.
Developer ToolsTypeScript
io.github.zhound420/d365fo-connector
zhound420/D365FO-claude-connector2Query and manage Microsoft Dynamics 365 Finance & Operations via MCP
Developer ToolsTypeScript
io.github.n24q02m/better-telegram-mcp
n24q02m/better-telegram-mcp.git2Telegram MCP server — dual-mode Bot API + MTProto, 6 composite tools.
Developer ToolsPython
io.github.annibale-x/mcp-webgate
annibale-x/mcp-webgate2Web search that doesn't wreck your AI's memory.
Developer ToolsPython
IPGeolocation.io MCP Server
IPGeolocation/ipgeolocation-io-mcp1Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.
Developer ToolsTypeScript
io.github.AlekseiMarchenko/central-intelligence
AlekseiMarchenko/central-intelligence1Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
Developer ToolsTypeScript
GitLab Documentation MCP Server
nunolima/gitlab-docs-mcp1Searchable access to GitLab documentation from multiple repositories with full-text search.
Developer ToolsDockerfile
io.github.ziggythebot/namecheap
ziggythebot/namecheap-mcp1Check domain availability across 600+ TLDs on Namecheap with pricing and purchase links
Developer ToolsJavaScript
io.github.flowzap-xyz/flowzap
flowzap-xyz/flowzap-mcp1Create workflow, sequence, and architecture diagrams via AI assistants.
Developer ToolsTypeScript
io.github.shotwellj/air-blackbox
airblackbox/air-blackbox-mcp1EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate
Developer ToolsPython
io.github.ryudi84/jwt
ryudi84/sovereign-mcp-servers1MCP server for JWT decoding and inspection
Developer ToolsJavaScript
Journald MCP Server
james116blue/journald-mcp-server.git1Incident forensic with log files analyzing
Developer ToolsPython
com.socialneuron/mcp-server
socialneuron/mcp-server152 MCP tools for AI social media: create, distribute, analyze, and optimize content.
Developer ToolsTypeScript
Gate MCP
gate/gate-mcp1Public Gate market data MCP for spot, futures, margin, options, delivery, earn, and alpha.
Developer ToolsTypeScript
io.github.Forge-Space/ui-mcp
Forge-Space/ui-mcp1Forge Space MCP server for UI and backend generation via stdio transport.
Developer ToolsTypeScript
io.github.andylbrummer/neural-mcp
andylbrummer/math-mcp1GPU-accelerated MCP server for neural network training, deep learning, and model experimentation
Developer ToolsPython
Index9
index9-org/mcp1Discover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor
Developer ToolsTypeScript
io.github.productstein/holomime
productstein/holomime1Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP
Developer ToolsTypeScript
io.github.zerabic/agentweb
zerabic/agentweb-mcp1Free business data for AI agents. 11M+ businesses, 227 countries, phone/email/hours.
Developer ToolsJavaScript
io.github.nuance-dev/rival
nuance-dev/rival-mcp1Query AI model benchmarks, pricing, and comparisons from rival.tips
Developer ToolsJavaScript
io.github.cyberpapiii/imessage-max
cyberpapiii/imessage-max1AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
Developer ToolsPython
io.github.j7an/nexus-mcp
j7an/nexus-mcp1Invoke CLI agents (Codex, Claude, OpenCode) as MCP tools with parallel execution
Developer ToolsPython
io.github.andylbrummer/molecular-mcp
andylbrummer/math-mcp1GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems
Developer ToolsPython
io.github.mcpcentral-io/mcp-time
mcpcentral-io/mcp-time1Time MCP server via HTTP
Developer ToolsJavaScript
io.github.sarahpark/google-search-console
sarahpark/google-search-console-mcp1Google Search Console MCP server — search analytics, URL inspection, and sitemaps
Developer ToolsJavaScript
io.github.jgador/websharp
jgador/websharp1Search the web and extract article text for LLMs.
Developer ToolsC#
io.github.kmalakoff/mcp-pdf
mcp-z/mcp-pdf1MCP server for PDF generation using PDFKit
Developer ToolsTypeScript
io.github.Digital-Defiance/mcp-debugger
Digital-Defiance/mcp-debugger-server1Node.js and TypeScript debugging with 25+ tools for AI agents
Developer ToolsTypeScript
io.github.zlatkoc/youtube-summarize
zlatkoc/youtube-summarize1MCP server that fetches YouTube video transcripts and optionally summarizes them
Developer ToolsPython
io.github.ryudi84/shadow
ryudi84/sovereign-mcp-servers1MCP server for CSS box-shadow generation
Developer ToolsJavaScript
io.github.yohasacura/drawio-mcp
yohasacura/drawio-mcp1MCP server for creating and editing draw.io / diagrams.net XML files programmatically.
Developer ToolsPython
io.github.gwhthompson/grist-mcp-server
gwhthompson/grist-mcp-server111 tools for managing Grist documents with AI
Developer ToolsTypeScript
io.github.Mediaeater/swarm-at
Mediaeater/swarm-at-ledger1Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools
Developer ToolsPython
io.github.zerodustxyz/zerodust
zerodustxyz/zerodust1Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
Developer ToolsTypeScript
io.github.agent-polis/impact-preview
agent-polis/impact-preview1Impact preview for AI agents - see what changes before any action executes.
Developer ToolsPython
io.github.zezeron/tweetsave-mcp
zezeron/tweetsave-mcp1Twitter/X analysis without token waste. Fetch tweets, download media. No API key.
Developer ToolsTypeScript
io.github.andylbrummer/quantum-mcp
andylbrummer/math-mcp1GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations
Developer ToolsPython
io.github.whale-professor/mcp-server-3daistudio
whale-professor/3daistudio_skill1MCP server for 3D AI Studio — generate 3D models from text or images using Hunyuan and TRELLIS
Developer ToolsPython
io.github.berkayderin/nextscan
berkayderin/nextscan1MCP server that scans Next.js projects and returns a compact summary
Developer ToolsTypeScript
io.github.NeousAxis/aya-registry
NeousAxis/ai-visionary0Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.
Developer Tools
io.github.aiconsulting06000-tech/acf-mcp
aiconsulting06000-tech/acf-mcp0Official ACF® MCP server — Agentic Commerce Framework® governance copilot for AI assistants.
Developer Tools
io.github.cyanheads/evals-mcp-server
cyanheads/evals-mcp-server0Author verifiable eval records through a draft→review→revise→submit loop with enforced graders.
Developer Tools
io.github.daedalus/mcp-pymetasploit3
daedalus/mcp-pymetasploit30MCP server for Metasploit Framework via pymetasploit3
Developer Tools
io.github.mohammadfarooqi/canlii
mohammadfarooqi/canlii-mcp0Search Canadian case law, browse legislation, and check citations via the CanLII API.
Developer Tools
io.github.mlawsonking/email-guard-mcp
mlawsonking/MCP0Email safety for AI agents: scan inbound for prompt-injection/phishing + outbound for secret leaks.
Developer Tools
io.github.Nikoble1926/agent-trust-mcp
Nikoble1926/agent-trust-oracle0ERC-8004 agent trust scores via x402: free preview + paid USDC-on-Base signed scores (5 chains)
Developer Tools
io.github.daedalus/mcp-recon-ng
daedalus/mcp-recon-ng0MCP server exposing full recon-ng OSINT framework functionality
Developer Tools
io.github.ofershap/github-gist
ofershap/mcp-server-github-gist0MCP server to create, read, update, list, and search GitHub Gists from your IDE
Developer Tools
io.github.NodeDex/nodedex
NodeDex/NodeDex-v0.10Your project's decision history for agents: decisions, dead-ends, constraints - queryable, local.
Developer Tools
io.github.hanmahong5-arch/wireforge
hanmahong5-arch/wireforge-core0Read-only MCP tools for ISO 8583 and SWIFT MT/MX: parse, validate, diff, SR2026 address checks.
Developer Tools
io.github.ormastes/t32-lsp-mcp-server
ormastes/simple0TRACE32 CMM LSP via MCP — parse, diagnostics, completions, hover, symbols
Developer Tools
io.github.codeislaw101/katzilla
codeislaw101/katzilla0300+ free public & government data sources behind one API key, for AI agents.
Developer Tools
HORIZON SHIELD KIRA
ogasurfproject-jpg/horizon-shield0Independent auditor for construction estimates. Flags overcharge with verifiable signed receipts.
Developer Tools
io.github.higherbeing/gasfeepredictor-mcp
higherbeing/gasfeepredictor-mcp0Live Ethereum and L2 gas fees for AI agents: current gas, cheapest L2, ETH price, cost estimates.
Developer Tools
io.github.withvibe/withvibe-voter
withvibe/withvibe-voter0Vote-gated change control for WithVibe — the agent proposes a change via MCP; team approves first.
Developer Tools
io.github.philpof102-svg/mainstreet
philpof102-svg/mainstreet0Reputation oracle for AI agents on Base: SAFE/CAUTION/BLOCK + 0-100 score before you pay. x402+MCP
Developer Tools
io.github.NyxToolsDev/calendly-mcp-server
NyxToolsDev/calendly-mcp-server0Connect Claude to Calendly — schedule meetings, check availability, manage events
Developer Tools
io.github.pubspro/pharma-mcp
pubspro/pharma-mcp0MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.
Developer Tools
io.github.hypawave/mcp
hypawave/mcp0Agent-to-agent Lightning commerce: buy, sell & discover files, data, APIs & compute. Non-custodial.
Developer Tools
io.github.wmarceau/canva-mcp
wmarceau/canva-mcp0MCP server for Canva - create designs, manage assets, use templates, export graphics
Developer Tools
io.github.theagoralabs/theagora
theagoralabs/theagora0AI agent marketplace. 27 tools for buying and selling services with atomic escrow.
Developer Tools
io.github.SimplyLiz/ckb
SimplyLiz/CodeMCP0Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture
Developer Tools
io.github.codespar/mcp-caixa
codespar/mcp-dev-latam0MCP server for Caixa Econômica Federal — Pix, Cobrança (SICOB boleto), Extrato (OAuth2 + mTLS)
Developer Tools
io.github.Darko893/mcp-server
Darko893/mcp-server0MCP web extraction for Claude and Cursor: turn any URL into structured JSON with Haunt API
Developer Tools
io.github.TruthStack1/truthstack-mcp
TruthStack1/truthstack-mcp0Supplement-drug interaction safety API for AI agents with FDA adverse event data.
Developer Toolsio.github.atk1-eng/zoo-mcp
0A sample zoo MCP server
Developer Tools
io.github.codespar/mcp-evolution-api
codespar/mcp-dev-latam0MCP server for Evolution API — WhatsApp messaging, instances, contacts
Developer Tools
io.github.ryudi84/password
ryudi84/sovereign-mcp-servers0MCP server for secure passwords, passphrases, and strength checking.
Developer Toolsio.github.PaulRichez/devkit-for-strapi-mcp
0Accurate Strapi project facts (UIDs, schemas, references) for AI agents — no more guessed UIDs.
Developer Tools
io.github.x-hannibal/mcp-webgate
x-hannibal/mcp-webgate0Web search that doesn't wreck your AI's memory.
Developer Tools
io.github.mdfifty50-boop/agent-replay
mdfifty50-boop/agent-replay-mcp0Record and replay AI agent execution for debugging
Developer Tools
io.github.Dave-London/python
Dave-London/Pare0Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.
Developer Tools
io.github.annibale-x/mcp-memento
annibale-x/mcp-memento0An MCP server that provides persistent memory and context management across sessions
Developer Tools
io.github.x-hannibal/webshift
x-hannibal/webshift0Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Developer Tools
io.github.openpouch/openpouch
openpouch/openpouch0Agent-native hosting: deploy any folder to a live URL in one command. No approve tool.
Developer Tools
io.github.daedalus/mcp-shodan
daedalus/mcp-shodan0MCP server exposing all Shodan API functionality
Developer Tools
io.github.daedalus/mcp-smart-proxy
daedalus/mcp-smart-proxy0An MCP server that provides a smart proxy to other mcp servers
Developer Toolsio.github.oswarld/technical
0Technical analysis (RSI, MA, signal score) for 9,400+ global stocks, by ticker or name.
Developer Tools
io.github.MS-Teja/glyphic
MS-Teja/Glyphic0Generate 18 diagram types from structured JSON natively. Built for LLMs and agents.
Developer Tools
io.github.sshahzaiib/agy-bridge
sshahzaiib/agy-bridge0Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.
Developer Tools
io.github.atk1-eng/weather
atk1-eng/mcp-weather-server0An MCP server for weather information.
Developer Tools
io.github.RailKill/mcp-aider-executor
RailKill/mcp-aider-executor0Model Context Protocol (MCP) server to execute aider-specific code editing operations
Developer Tools
io.github.pgalyen1987/gate402-mcp
pgalyen1987/gate402-mcp0Pay-per-call agent APIs over x402: web scraping, token compression, and semantic cache.
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.