MCP servers for Claude Desktop

Persistent memory for AI coding agents. Local-first, SQLite + vector search. MCP server with 17 tools.

Measure the matches your exact join is silently dropping, and get the rule that fixes each.

Signal8 MCP Server - SEC filing intelligence for AI agents

Let your coding agent see the squiggles — LSP diagnostics, navigation, refactoring, and extras

A production-ready, highly secure SSH MCP server featuring stateless connections, two-step operation confirmation, and comprehensive DevOps

Discover AI tools for game development — 100+ tools indexed by engine, task, and pricing.

Standup notes from merge request state, with the failed job's error lines.

MCP server for querying Gaia, SIMBAD, VizieR, NASA Exoplanet Archive, IRSA, and other public astronomy catalogs.

Agents can't skip steps: runs gated stepfiles on the client's own model.

Verifies a merchant storefront is legitimate before an AI agent commits payment.

Set autopilot scopes and a daily SOL spend cap, then propose, execute, and undo agent actions.

Cut 95% of framework noise and token bloat from error logs for AI agents.

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + APCA.

MCP server exposing University of Maryland data

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

Foundation MCP server — chain discovery, daemon management, health checks, raw transactions

Fact-check any claim with live web sources. Ed25519-signed receipts. Catches hallucinations.

Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

Audit websites for WCAG issues with axe-core, plus EAA exposure signals and compliance page checks.

Get a research grade Tranco popularity rank and trend for any company domain.