MCP servers

Validate tool-call args before execution. Returns LLM-friendly retry hints.

Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.

Find what a repository's CI is missing, and which security checks cannot fail the build.

Workspace-scoped MCP server for coding agents: files, search, shell, checkpoints, PR/CI, audit.

Cleared Check before pay: lookup_merchant, cleared_check, route_gateway for x402 agents.

Score sentiment toward specific entities in text. Cluster documents and name topics.

Verified desktop control for agents on Windows and Linux: apps with no API, windows, shell, browser.

Convert PDF, Word, Excel, PowerPoint, EPUB and images to Markdown locally, with no upload.

Fueling & recovery decision engine combining MacroFactor nutrition with Garmin training data

Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.

AI-powered localization — translate, manage translation memory, and access style guides.

Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.

Kraken crypto signals via x402: free preview + paid USDC-on-Base signals, regime & indicators

MCP server for SQL Server: schema inspection, safe read-only queries, query plan analysis

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

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

Turn a research paper into working code and prove, claim by claim, how close it gets.

Unofficial self-hosted MCP connector for Proton Mail Bridge and SimpleLogin.

Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.

Connect Claude to QuickBooks Online — query finances, create invoices, run reports

A room-based collaborative platform

Ask 200+ AI models privately from your agent: one-shot, chat, second opinions, prices, images.

AI-native project and portfolio management platform for PMOs. OAuth + PAT.

MCP-to-ACP bridge — let any MCP client drive ACP coding agents

Human approval gate for AI agents: risk-scored requests that only a person can approve