MCP Server Directory

29052 Model Context Protocol servers — searchable, rated, ready to install.

korean-vocational-learning-map-mcp io.github.raphysicst-create/korean-vocational-learning-map-mcp

한국 특성화고 전문교과 2022 개정 교육과정 학습 그래프 MCP 서버 (528과목·성취기준 47,625건, 공식 원문 전량 수록)

local git Official Registry
yandex-lavka-mcp io.github.Dudude-bit/yandex-lavka-mcp

Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checkout.

local search git Official Registry
misakanet io.github.Ikalus1988/misakanet

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

local search git Official Registry
hwatu io.github.hongnoul/hwatu

Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.

local browser git Official Registry
Renology Renovation Cost Data io.github.asafichaki/renology-cost-data

Read-only 2026 city renovation cost ranges with sources, limitations, and citation guidance.

local git Official Registry
google-jules-mcp-server io.github.georgeracu/google-jules-mcp-server

Model Context Protocol server for Google's Jules AI coding agent

local git ai-llm Official Registry
edgegate-mcp io.github.frozo-ai/edgegate-mcp

Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.

local git ai-llm Official Registry
canton-ccpedia io.github.UnityNodes/canton-ccpedia

Canton Network: CIPs and their on-chain vote outcomes, docs, forum, validator upgrade deadlines.

remote git Official Registry
vibemap-mcp io.github.AshMet/vibemap-mcp

Load & create VibeMap product specs from your coding agent; sync build progress.

local git dev-tools Official Registry
budget-tracker io.github.emnbc/budget-tracker

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

git finance Official Registry
androidbuild-mcp io.github.dev-jackson/androidbuild-mcp

Build, deploy, drive and debug Android apps: Gradle, emulators, adb, logcat, UI automation

local git cloud Official Registry
COMPAMIR News com.compamir/news

Search structured COMPAMIR news in Japanese and English, with links to source reports.

remote search git Official Registry
Pour Picks io.github.bguillow-rgb/pour-picks

Search the Pour Picks bourbon & whiskey database: 4,700+ bottles with tasting profiles and prices.

remote local database search Official Registry
Verdoc io.github.verdochello/verdoc-mcp

Deterministic AGENTS.md and repo analysis for coding agents, paid per call in USDC over x402.

local git Official Registry
perception io.github.egorthinks/perception

Perception for AI agents: media QC asserts, image diff, OCR tiles, video/audio analysis, PDF, 3D.

local git Official Registry
Shipstar ai.shipstar/mcp

Generate changelogs, release emails, help-center articles, banners, and social posts from commits.

remote git communication Official Registry
MCP Schema Audit io.github.tylerscomic-lab/mcp-schema-audit-mcp

Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.

remote git ai-llm Official Registry
SEO Tools: Google Analytics 4 io.github.antohins/seo-tools-mcp-ga4

Google Analytics 4: reports, traffic sources, landing pages, events, realtime (read-only).

local git data Official Registry
mcp io.github.mayankmahavar1mg/mcp

Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.

local git dev-tools Official Registry
Krauncher analyzer io.github.Ilya-a-sergeyev-ger/krauncher-mcp

How long a GPU job will run and cost, before running it — static code analysis, never executed.

local git dev-tools Official Registry
lan-direct io.github.farshadmomo/lan-direct

Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.

local browser git Official Registry
gmail-mcp io.github.mkpoli/gmail-mcp

Multi-account Gmail on a Cloudflare Worker you deploy yourself: read, send, reply, labels, threads

git cloud Official Registry
MCP CPG Agent Protocols io.github.greencore-solutions/cpg-agent-protocols

BPC Agentic Commerce Signals

remote git Official Registry
Regulatory Intel MCP io.github.selflabbs/regulatory-intel-mcp

US Federal Register for AI agents: rules, notices, executive orders, agency lookup. No keys.

remote search git Official Registry
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