io.github.HarimxChoi/google-surf-mcp
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
Study planner for high school students. Manage tasks, deadlines, and schedules.
Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.
186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.
Connect AI assistants to Subotiz - Using Subotiz's external capabilities through natural language
Minimal MCP server that returns a random programming joke.
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.
Let any LLM watch a video locally — and search everything it has ever watched.
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
JMRI voice/chat control for DCC model railroads
Check paid x402 APIs before your agent spends: signed uptime/price attestations. Zero-config join.
Venture intelligence for autonomous agents with discovery, scoring, and workspace automation.
AI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By GuruPDF.
Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.
A simple MCP server example written in TypeScript that provides a multiplication tool.
MCP server for Growi Finance — programmatic interaction with the GrowiHFVault on Arbitrum
MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via OMDb.
Steam store/game data (no key) plus player profiles, libraries and achievements (Steam Web API).
MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list management.
MCP server for the AniList GraphQL API — anime/manga search, details, and personal list management.
GW1 build compiler: skill data, template code encode/decode, validation, hero roster. Read-only.
Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX generation.
Reliability + security proxy for MCP: runtime tool-security and a compliance-mapped audit trail.
Sanctions, PEP, watchlist, recall, business, and contract screening. Free tier, no auth required.
MCP Server for understanding, managing & troubleshooting your GCP environment.
Code review as an MCP server — structured reviews with OWASP security scanning.
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
Measure voice/VoIP path quality -> estimated MOS + live network metrics
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, anti-bot bypass.
Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
Autonomous x402 Token Stripper API settling $0.002 USDC micro-payments on Base L2.
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-auth & appeals
Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions & intake screening
Market evidence with receipts: every claim resolves to a real stored record you can fetch back.
Affiliate product search for AI agents. Merchant feeds, not web scraping. Works with any MCP client.
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS) via GlobKurier API.
Pay-per-call AI: 59 generative models (image, video, music, speech). No signup, no API key.
Hyperliquid perp & spot data: prices, funding, open interest, order book, positions. No API key.
DexScreener on-chain market data: search pairs, tokens, pools, trending tokens. No API key.
DefiLlama DeFi data: chain/protocol TVL, yields, stablecoins, token prices. No API key.
Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.
Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.