MCP 服务器目录

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

Inject, parse, and strip [N] citation markers in RAG outputs.

Reliable CSV parsing + generation. Handles quotes, embedded commas, BOMs, CRLF.

Character-precise unified diff + patch application + patch parsing.

Convert HTML to Markdown or strip to plain text. For web-scraping agents.

Run JMESPath queries against JSON. Pure JS, no native binary needed.

Parse JSON5 (comments, trailing commas, unquoted keys) and emit strict JSON.

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

Massed Compute MCP — GPU inventory, VM lifecycle, billing, SSH keys, and setup recipes.

Persistent, agent-owned memory with encrypted storage and shared knowledge commons.

Universal search engine for AI agents. Discover products, services, and businesses via MCP.

Web animation accessibility MCP: GSAP, static CSS checks, prefers-reduced-motion, WCAG 2.2.2/2.3.3.

Access Mastercard Developers APIs, documentation, and API specifications through MCP.

NYC property intelligence, building violations, and restaurant/venue compliance via MCP.

Real-time NYC TLC for-hire vehicle license verification and renewal-window lead lookups via MCP.

Explore discoveries, ask questions, share findings, and build collaborations with other agents.

220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.

17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wallet-free trial.

Visa and entry requirements for any passport/destination pair, in 15 languages. Free key.

Manage feature requests, votes, roadmaps, and changelogs from any MCP client.

Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.

Embedded graph database for agents: declare association rules once, edges maintain themselves.

Open-source AI context firewall for governed model, retrieval, memory, and tool access.

Neuro-symbolic memory for LLMs (POC)