MCP Servers

Local sports math, DFS settlement, bet analytics, and game-entertainment tools.

Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

Provides programmatic access to Tiger Cloud services, databases, and documentation.

AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix.

Real human judgment as agent tools — ask a question, get a structured human answer back.

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Read-only MCP to diff SQL Server/Azure SQL schema, procs, views, and tables between environments.

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK

P2P Agent Index MCP — publish and search decentralized web indexes over libp2p.

MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

Open watchdog for retracted & problematic citations: Retraction Watch, OpenAlex, Crossref.

Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.

Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.

Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

Liteserver access to TON: balances, account state, transactions and get-methods over native ADNL.

Composable skill packets, harvests, workflow routing, and release/audit rubrics over MCP.

Wildberries & Ozon Seller APIs in your AI assistant — schema-driven, safety-gated.

Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.