MCP Server Directory

6038 Model Context Protocol servers — searchable, rated, ready to install.

Umbra io.github.elberacasa/umbra

Trust score for AI-generated code: scan repos, guard agent file writes, get a 0-100 score.

local git dev-tools Official Registry
Repo Test Architect io.github.RepoAssay/repo-test-architect

Audit-first test strategy MCP server for repository-native test planning.

local git dev-tools Official Registry
DevInbox io.devinbox/devinbox

Real email inboxes for AI agents: create inboxes, catch verification codes, extract OTPs, reply.

remote communication dev-tools Official Registry
TestivAI ai.testiv/mcp

Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.

☆ 5 ↓ 1k/wk local dev-tools Official Registry
rubric-mcp io.github.0xsims/rubric-mcp

Attested evidence tools for AI agents: sanctions screening, agent/wallet records, paid via x402.

local git dev-tools Official Registry
mcp clinic.enmente/mcp

Chilean online mental-health clinic (Spanish): articles, professionals, availability, tests.

remote dev-tools Official Registry
mcp-company-discovery-list-builder com.mambabuilt/mcp-company-discovery-list-builder

Build a company list from live hiring data or from US SEC filings mentioning a phrase.

↓ 64/wk local dev-tools Official Registry
QR Top com.qr-top/qr-top

Dynamic QR codes by chat: edit destinations after printing, smart routing, and scan analytics.

remote communication dev-tools Official Registry
Codex Delegate io.github.andreilungeanu/codex-delegate-mcp

Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.

↓ 518/wk local git ai-llm Official Registry
Understand Anything - MCP io.github.uamcp/ua-mcp

A powerful MCP server for codebase architecture analysis and automated governance.

local git dev-tools Official Registry
mcp io.elaan/mcp

Create Elaan notification types, templates and brands, trigger sends, and debug delivery.

↓ 37/wk local communication dev-tools 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
Deed io.github.deed-lang/deed

Contract-first language and MCP server for capability-aware code and patch review.

☆ 9 local git dev-tools Official Registry
Attestari io.github.attestari/attestari

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

↓ 46/wk local git dev-tools Official Registry
Rules MCP io.github.AKR1166/rules-mcp

MCP for rules/skills/knowledge evaluation for Cursor, Claude, VS Code, and Antigravity.

↓ 36/wk local git ai-llm Official Registry
testa io.github.valewnrt/testa

Drive the iOS Simulator from an agent: read the screen, tap/type/swipe, replay flows in CI.

local git dev-tools Official Registry
oneshot-mcp com.oneshotpacks/oneshot-mcp

Search receipt-verified agent build packs, with each pack's real M-of-N pass rate.

local search dev-tools 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
AI Worlds CLI Knowledge com.claude-world/worlds-knowledge

Source-checked CLI guides and model-aware planning for Claude Code, Codex, and Grok Build.

remote ai-llm dev-tools Official Registry
Fed-Spend com.fed-spend/fed-spend

Federal contract intelligence: $7T+ awards, SAM.gov opps, pWin verdicts, recompetes, protests.

remote dev-tools 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.

↓ 62/wk local git ai-llm Official Registry
CircleCI com.circleci/mcp

CircleCI's MCP server: inspect projects, runs, workflows, jobs, logs, tests, and artifacts.

remote dev-tools Official Registry
douanecode-mcp io.github.Courouge/douanecode-mcp

EU customs code search (HS, NC8, TARIC): tariff classification and duty rates

↓ 33/wk local search git Official Registry
product-intelligence com.ponito/product-intelligence

Compare prices across Swiss and European shops — barcode (GTIN) lookup and daily price history.

remote search dev-tools Official Registry
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