MCP Server Directory

4706 Model Context Protocol servers — searchable, rated, ready to install.

CodePic io.github.abelce/codepic

AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

☆ 1 remote git dev-tools Official Registry
a2atlassian io.github.agentic-eng/a2atlassian

Jira & Confluence for AI agents. Pre-configured connections, compact output.

↓ 60/wk local git dev-tools Official Registry
Singstat Sg io.github.pipeworx-io/singstat-sg

SingStat Table Builder MCP — Department of Statistics Singapore.

remote git dev-tools Official Registry
forgejudge io.github.ahmedEid1/forgejudge

Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

local git dev-tools Official Registry
flutter-skill io.github.ai-dashboad/flutter-skill

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

local git dev-tools Official Registry
Remote OpenClaw io.github.aidevelopers2/remoteopenclaw-mcp

Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or agent.

local search git Official Registry
qatouch io.github.qatouch/qatouch

MCP Server for software testing, test case management, test execution, and defect tracking.

local git dev-tools Official Registry
QR Code Generator API io.github.Br0ski777/qr-code

Generate QR codes from text or URLs. Returns base64 PNG. x402 micropayment.

remote git dev-tools Official Registry
zoekt-mcp io.github.radiovisual/zoekt-mcp

Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.

local search git Official Registry
Atlassian Attachments io.github.alyiox/mcp-atlassian-attachments

MCP server for downloading, uploading, and deleting Jira Cloud attachments by ID.

local git dev-tools Official Registry
testing io.github.rog0x/testing

Test generation, mocks, coverage analysis for AI agents

local git dev-tools Official Registry
math-mcp io.github.andylbrummer/math-mcp

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

☆ 2 ↓ 31/wk local git dev-tools Official Registry
klaws — Korean compliance risk scanner io.github.rostradamus/klaws

Scan code for Korean compliance risks — PIPA/개인정보보호법, Network Act, Credit Info. Not legal advice.

local git dev-tools Official Registry
happyhorse-mcp io.github.runapi-builder/happyhorse-mcp

RunAPI MCP server for HappyHorse: create tasks, poll status, check pricing.

local git dev-tools Official Registry
MailFixture com.mailfixture/mailfixture

Test-inbox API for email and SMS: create inboxes, long-poll messages, extract OTPs and links.

remote communication dev-tools Official Registry
ci-cd-generator-ai-mcp io.github.CSOAI-ORG/ci-cd-generator-ai-mcp

Ci Cd Generator Ai MCP Server by MEOK AI Labs

↓ 40/wk local git dev-tools Official Registry
BumpGuard io.github.appcreationsca/bumpguard

Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).

↓ 58/wk local git dev-tools Official Registry
encoder-ai-mcp io.github.CSOAI-ORG/encoder-ai-mcp

Encoder Ai MCP Server by MEOK AI Labs

↓ 40/wk local git dev-tools Official Registry
survey-builder-ai-mcp io.github.CSOAI-ORG/survey-builder-ai-mcp

AI-powered survey builder ai MCP server for agents. Supports create survey, validate questions

local git dev-tools Official Registry
test-case-generator-ai-mcp io.github.CSOAI-ORG/test-case-generator-ai-mcp

AI-powered test case generator ai MCP server for agents. Supports generate test cases, generate

↓ 30/wk local git dev-tools Official Registry
Corral io.github.sebastienrousseau/corral

Search code and symbols across every clone in your Corral workspace. Zero network calls.

local search git Official Registry
trust-chain-mcp io.github.CSOAI-ORG/trust-chain-mcp

Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestation. Built by MEOK AI

↓ 51/wk local git dev-tools Official Registry
waitbus io.github.astrogilda/waitbus

Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

↓ 32/wk local git cloud Official Registry
openapi-lint io.github.CedricKouma/openapi-lint

MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API

↓ 20/wk remote local git dev-tools Official Registry
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