MCP Server Directory

32819 Model Context Protocol servers — searchable, rated, ready to install.

Figranium MCP io.github.figranium/figranium-mcp

MCP server for creating, running, inspecting, and scheduling Figranium browser automations.

local browser git Official Registry
cartridge-cafe io.github.GalenGoodwick/cartridge-cafe

Your AI builds live WebGPU game worlds on cartridge.cafe — guest door, no account needed.

↓ 30/wk local git dev-tools Official Registry
TestAtlas io.github.Karzone/TestAtlas.Mcp

Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints

local search git Official Registry
QACAT io.github.dimawin22/qacat

Translation QA: automated checks, AI evaluation, linguistic review, and visual in-context testing.

remote git dev-tools Official Registry
teamspend io.github.RudrenduPaul/teamspend

Compares AI coding tool spend before and after a migration via MCP tools.

↓ 17/wk local git communication Official Registry
Luogu MCP Server io.github.Kaiserunix/luogu-mcp-server

Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.

remote search git Official Registry
Kaiten io.github.evvfebruary/kaiten-mcp

Manage Kaiten spaces, boards, cards, comments, and tags with compact MCP responses.

↓ 31/wk local git Official Registry
Nonlinear Calendar io.github.singularitybpjade/balance-engine

Nonlinear Calendar: this year’s months fold onto the previous 12 years. No key to try.

remote local git dev-tools Official Registry
Jaxonomy — hybrid dynamical systems on JAX io.github.machinavitalis/jaxonomy

Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.

↓ 191/wk local git ai-llm Official Registry
mellos-mapping io.github.GuangminJu/mellos-mapping

Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.

local git Official Registry
Grounder io.github.rozetyp/grounder

Web grounding for local & cloud LLMs: search, fetch, token-capped evidence packs, and research.

↓ 43/wk local search git Official Registry
Site Rep MCP io.github.nish3451/site-rep

Read-only Site Rep handoff: agent brief, pending work, first-customer receipt with payment evidence.

remote git finance Official Registry
kdbx io.github.yarrasys/kdbx

Read-only access to secrets in a local KeePassXC vault. Runs commands with them injected.

local git security Official Registry
找客户 · Find Customers|销售线索与评论区获客 io.github.yuanjian068yuan/ppxc-leads-mcp

Find sales leads in Douyin, Xiaohongshu, and Kuaishou comments; installs its Skill with approval.

local git Official Registry
17-0 MCP io.github.rocnubie/17-0-mcp

Free 17-0 game. Spin all-time NFL teams, draft 7 legends, simulate a 17-game regular season

git communication Official Registry
is-it-down ai.kaiv/is-it-down

Is GitHub, npm, Cloudflare or your AI provider down right now? 20 status pages, one call.

remote git cloud Official Registry
entraadm MCP io.github.shigechika/entraadm-mcp

MCP server for Microsoft Entra ID sign-in and audit-log triage (read-only by default)

↓ 404/wk local git Official Registry
refigure io.github.HelgDemidov/refigure

Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures

↓ 58/wk local git data Official Registry
xplainable-mcp-server io.github.xplainable/xplainable-mcp-server

Train, explain, optimise and deploy transparent glass-box ML models via workflow tools.

remote git cloud Official Registry
AgentPay — trust routing + spend caps for x402 agents io.github.romudille-bit/agentpay

Buyer-side trust oracle + capped sessions for x402 agents: verified_route, receipts, 17 free tools.

remote local git Official Registry
scienceon-mcp io.github.rubatoyd/scienceon-mcp

KISTI ScienceON OpenAPI literature search & metadata collection (MCP server + CLI)

local search git Official Registry
vrm-toolkit-mcp io.github.dwarehouse1/vrm-toolkit-mcp

Inspect, validate and preview VRM / VRMA files from an AI agent (5 tools, local stdio server).

local git data Official Registry
Cookidoo MCP io.github.vitaliemiron/cookidoo-mcp

Create, translate, and plan Cookidoo recipes with guided Thermomix actions and shopping lists.

↓ 63/wk local git Official Registry
CrazySEO io.github.bolidee/crazyseo

Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.

local git ai-llm Official Registry
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