Development MCP Servers

Model Context Protocol server for Skycloak managed Keycloak. Manage clusters, realms, applications, SSO and users from any MCP client.

Sub-1ms cross-stack AST contract layer and compiler verification engine mapping React/Next.js routes to FastAPI and SQLAlchemy models for AI coding agents.

Search and evaluate MCP servers from your AI agent: quality grades, live verification status, install commands and client compatibility for 5,000+ servers.

Official managed MCP server for the Cycode platform. Exposes projects, violations, compliance frameworks, audit logs, brokers, SBOM, and more via OAuth-authenticated remote access — no local install required.

A deploy tool for Claude Code, Cursor, and any MCP client: say 'deploy this' and your code comes back as a private URL, open only to the people you invite.

Publish, update, and manage Markdown pages on a permanent shareable URL directly from your AI conversation.

Hosted MCP for test management: Claude, Cursor, or any MCP client can create, organize, and execute QA cases in natural language.

Fourteen hosted MCP servers over Streamable HTTP - code review, agent governance, business-day math, analytics, commerce math and SKILL.md linting - free tier needs no account or credentials.

Model Context Protocol (stdio) server for 5dive. Exposes the 5dive agent-fleet CLI (tasks, agents, digest) as MCP tools.

Drives an Android emulator or a real device over adb: screenshots, UI hierarchy with true device-pixel coordinates, tap and type, app lifecycle, logcat, and Gradle builds and tests.

AI-powered document extraction infrastructure. Convert PDFs, Excel files, and scanned documents into structured JSON.

Inspect scheduled jobs, runs, durable workflows, and webhook health; run one confirmed job.

Give ChatGPT a real terminal on your Mac: shell, files, real PTY sessions, background jobs, and read-only Codex history over MCP.

Discover mobile app attack surfaces via BeVigil OSINT — hosts, subdomains, URLs, and more.

Turn anything your agent produces — diffs, logs, reports, HTML — into a shareable link that expires on its own.

Open-source CLI and local MCP bridge that connects AI agents to 2,000+ AI models through one account.

Deterministic security preflight for AI agents. Check URLs, files and shell commands before acting.

Pay-per-query API serving 22 field-tested Forward Deployed Engineering rules. Two free forever as a preview; the full set is gated behind Stripe's Machine Payments Protocol — an agent pays $0.50/query directly, no human checkout, no API key signup.

AI-powered code review for Claude Code, Cursor, Cline and any MCP client — OWASP security scans, bug detection, N+1 queries and performance profiling, fully local.

Abstraxn Agent Kit's public MCP server gives any AI agent instant access to Web3 and market data with no signup or API key required. Query live blockchain data including block numbers, gas prices, transaction status, and ERC-20 token information and prices across major EVM chains and Solana. You can also access x402engine's pay-per-call APIs for crypto market data, wallet, token and ENS lookups, on-chain transaction simulation, and flight and hotel search. Paid calls are settled directly from the caller's own crypto wallet through the x402 protocol, while Abstraxn never holds or custodies funds. Ideal for AI agents that need real-time blockchain, Web3, and market data without onboarding friction.

Ten keyless lookups for facts that go stale after a training cutoff: live model pricing, whether a library is still shipping, verified SaaS pricing and stack cost, agent skills, component registries.

Web Scraping, PDF Extraction, Data Processing

Drive a real iPhone via macOS iPhone Mirroring, taps, swipes, OCR, plus Xcode build/test automation on simulators and devices. No jailbreak.

41 tools over one document API: invoices, receipts, statements and tables to schema-valid JSON, plus field extraction, PII redaction and contract review, billed only on success.

Design, mock, test, document and monitor your APIs from one living OpenAPI spec.

Coordination room for several AI coding agents in one repo: an agent claims a path glob before editing and any conflicting claim is refused first-writer-wins, so collisions are prevented rather than merged later.

Semantic code retrieval over a graph of entities, relationships, changes, and provenance. Locate, search, context packs, data-flow tracing, and impact analysis without raw file search.

Google index monitoring with history. Which pages are indexed, which dropped out and when, and why the rest are not.

Tamper-evident action logging for AI agents: hash-chained ledger_append/ledger_verify MCP tools over one JSONL file, zero dependencies — proves the record wasn't altered in place (limits stated honestly in the docs).

Free hosted changelog: agents can sign up, publish release notes, and manage a public changelog page + RSS via MCP (no email or CAPTCHA needed).