MCP Server Directory

62517 Model Context Protocol servers — searchable, rated, ready to install.

AtCoder MCP Server io.github.ketherworks/atcoder

Search AtCoder problems and fetch public problem statements through MCP.

remote search git Official Registry
Bravos AI com.bravos-ai/bravos

Manage your AI chatbot from your AI assistant: analyze conversations, audit content, configure it.

remote communication Official Registry
Africa Data Bank io.github.Africa-Data-Bank/africadb

Trusted African data, provenance, citations, and catalog search for AI agents.

local search git Official Registry
UseWait com.usewait/waitlist

Create and manage waitlists from your AI agent: page, custom domain, emails, signups, broadcasts.

remote communication Official Registry
VMware Debug io.github.vmware-skills/vmware-debug

VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.

↓ 152/wk local git dev-tools Official Registry
dropcoin-a11y io.github.freshfos/dropcoin-a11y

Accessibility pre-checks (WCAG/BFSG) in a real browser + statement drafts. Pay per call.

remote browser git Official Registry
misakanet io.github.Ikalus1988/misakanet

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

↓ 723/wk remote local search git Official Registry
secretcarousel io.github.jyswee/secretcarousel

Agent-first secrets vault. Store, rotate, and share credentials from chat. 20 tools.

↓ 116/wk remote local git communication Official Registry
myhotlunchbox-mcp io.github.chrischall/myhotlunchbox-mcp

My Hot Lunchbox school lunch ordering for Claude — calendar, cart, orders, payments

↓ 216/wk local git ai-llm Official Registry
Patchloom io.github.patchloom/patchloom

Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.

local git Official Registry
Mio Computer-Use Agent io.github.mldlbs/mio-cua

Control this Windows desktop from any MCP client: files, windows, keyboard and mouse.

↓ 44/wk local git Official Registry
Fly Travel Albania al.flytravel/travel-prices

Cached charter package, hotel facts and tour prices from Fly Travel Albania (Tirana); party-aware.

remote data Official Registry
Eden so.eden/eden

Schedule posts, read your own analytics, and research viral content across seven platforms.

remote search data Official Registry
MemorySync Documentation io.memorysync/docs

Search and read the current MemorySync documentation while writing integration code.

remote search dev-tools Official Registry
MagicSlides io.github.theindianappguy/magicslides-mcp

Create presentations, docs, sheets and meeting notes from chat. Hosted link, editor, PPTX & PDF.

remote git communication Official Registry
YAML Workflow io.github.orieg/yaml-workflow

Expose declarative YAML-defined workflows as MCP tools over stdio

↓ 25/wk local git Official Registry
NeuroViz — AI Jewelry Photography ai.neuroviz/jewelry-photography

AI jewelry photography: retouching, virtual try-on, and product video generation.

remote other Official Registry
PiPic Integration Guide cc.pipic/pipic

Read-only PiPic CLI and HTTP API guidance; no image bytes are transferred.

remote dev-tools Official Registry
joinBudget MCP com.joinbudget/mcp

joinBudget MCP: Manage personal finances, budget spaces, transactions, and categories.

finance Official Registry
ai-test-process-mcp io.github.Hashi-Kazu/ai-test-process-mcp

AI-assisted MCP server for JSTQB-based test planning, design, review, and analysis.

local git dev-tools Official Registry
marketbasketanalysis-mcp io.github.48x-ai/marketbasketanalysis-mcp

Co-purchase intelligence and merchant ops tools for AI shopping, ecommerce, and B2B agents

↓ 26/wk remote local git Official Registry
Maguyva ai.maguyva/maguyva

Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.

remote search dev-tools Official Registry
vibo-memory io.github.vnbochkarev-netizen/vibo-memory

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.

↓ 96/wk local search git Official Registry
SQL Benchmarks Lab io.github.rctruta/sqlbenchdag

Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.

↓ 33/wk local database git Official Registry
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