MCP Servers

Structured Go tool output (build, test, vet) as typed JSON diagnostics.

Structured Rust cargo operations (build, test, clippy) as typed JSON.

Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.

Structured Docker operations (ps, images, logs, build) as typed JSON.

Auto-detects test framework (pytest, jest, vitest) and returns structured results.

Structured linting output (ESLint, format-check) as typed JSON diagnostics.

Structured build tool output (tsc, generic commands) as typed JSON diagnostics.

Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON.

Structured git operations (status, log, diff, branch, show) as typed JSON.

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

Fixes DPI coordinate scaling for Windows desktop automation MCP servers.

Control AWX/Ansible Tower through natural language - 49 tools for automation

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.

Google Workspace Admin via MCP. Manage users, groups, aliases, org units.

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create

Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.

36 tools for AWS infrastructure, security compliance, AI workflows, and ACI governance.

Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.

Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)

Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains

MCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first.

AI agent payments with human approval. Local-first, encrypted credentials, budget controls.