io.github.saagpatel/mcpforge

Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.

io.github.ankitsxchdeva/account-pool-mcp

Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.

io.github.SureshKhemka/constraints-registry

Policy-as-code guardrails for AI coding agents, validated via OPA, Conftest, Checkov & Semgrep.

dev.3tg/mcp

3rd Generation Testing (3TG) — generate deterministic test suites from Markdown spec tables via MCP.

io.github.YawLabs/vew-mcp

Browser MCP: drive a real Chromium via Playwright with compact ref-addressable page snapshots

io.github.sbrunner-atx/contest-mcp

Log amateur-radio QSOs to N3FJP logging software over its TCP API.

io.github.varvararatta/finance_fintech_mcp

Unlock the power of real-time financial data with our Finance MCP. Easily retrieve the latest

io.github.katatan-org/katatan-TEST

KATATAN E2E testing agent set — Playwright + KATATAN MCP integration

io.github.introfini/mcp-server-zotero-dev

MCP server enabling AI assistants to build, test, and debug Zotero plugins

io.github.pboddupalli1/composio-test

Deprecated proof-of-concept listing. Use the official Composio server instead.

io.github.mfbahc/colter

MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.

io.github.astrogilda/waitbus

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

com.lionx402/lion-x402

Keyless Ed25519-attested x402 token-safety & data tools for AI agents on Base (USDC).

io.github.Hafeok/product-cli

Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.

io.github.nirholas/tutor-mcp

Read a Pay-As-You-Learn tutoring session's itemized tab and close it for an attested invoice.

sh.marginal/mcp

Email A/B tests for AI agents: subject lines, managed sends, open/click tracking, and results.

uk.co.simplyestate/estate-planning

UK estate-planning calculators + knowledge (IHT, intestacy, trusts, wills). Read-only.

services.gera/mcp-gera-verify

Verify UK businesses (FSA/CQC) + signed attestations, mandates & receipts for AI agents.

io.github.mshegolev/allure-testops-mcp

Allure TestOps MCP — projects, launches, test cases, test results via REST API.

io.github.imperalcloud/imperal-mcp

Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.

com.mabl/mcp

AI-powered test automation: run tests, analyze failures, query results across mabl workspaces.

io.github.sparkmastergrape/dns-of-money

Resolve, discover & pay pay: aliases for AI agents; returns a signed OFAC-screen attestation.

io.qase/mcp-server

Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.

io.github.mbk-dev/okama-mcp

Portfolio analytics via the okama library: backtests, Monte Carlo, efficient frontier, PNG charts