MCP Servers

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.

Kill switch + spend guard for AI agents that spend money, across every wallet vendor at once.

MCP server for NomaCMS. Manage collections, fields, content, assets, and webhooks via AI agents.

Authorize an AI agent's spend & credential use before it acts — budgets, encrypted vault, audit.

MCP Server for Rootstock Blockchain

Search, resume and convert AI coding sessions (Claude Code, Codex, Gemini, OpenCode, Pi) over MCP.

51 Baidu AI MCP tools: OCR, Vision, LLM, Speech, NLP. Pay-per-call from $0.001.