🔍代码审查 / GitHub MCP 推荐

ADCIRC model configuration debugging, parameter lookup, and validation

USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov

GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA

Validate and test llguidance grammars with batch testing and documentation

Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

Verify ANZ businesses against government registers. Surfaces cross-jurisdictional findings.

Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.

MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signals.

16 AI-native tools with dual SSE + streamable-http transport. Free tier available.

Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic, SEO modes.

Operate Unblu deployments: health checks, conversation ops, and 300+ API endpoints

Scan and reclaim dormant SOL from your Solana wallet. Powered by UnclaimedSOL.

Deploy and manage applications, databases, domains, and git repos

AI agent wallets, Proof of Conduct reputation, and concentration decay on L1

Secure filesystem access for AI agents with configurable directory and file type restrictions

Deprecated - moved to ink.ml/ink

Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)

Parse, validate, query, and render IntentText (.it) documents for AI agents

Build and manage airline self-service kiosk apps — styling, pages, CMS, and CUSS2.

Full Spotify Web API coverage - albums, artists, playlists, player controls, and more.

MCP server for querying Forkast documentation

Privacy-first web analytics. Query pageviews, referrers, trends, and AI insights.

Real-time crypto volume anomaly detection across 50+ tokens for whale signals

WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI

MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, and more

Real-time world news for AI agents. 50+ regions, topic filtering. Free, no API key.

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

Search, lookup, map, and navigate OMOP medical vocabularies via AI agents

Search UK companies, get financials, directors, and networks via the Registrum Companies House API.

MCP server for context-aware royalty-free image search from Pexels and Unsplash

Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.

MCP server leveraging Sisense Intelligence for actionable insights and analytics.

Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes

GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations

Non-custodial x402 payments for AI agents. Sign locally, spend limits, Base network.

Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop

Search your knowledge bases from any AI assistant using hybrid RAG.

Real-time crypto intelligence: technical analysis, sentiment, and funding rates

LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and Plato guidance.

Background removal, 4x upscaling, and face restoration via GPU

Toxicity, sentiment, NER, PII detection, and language identification tools

Pronunciation scoring, speech-to-text, and text-to-speech for language learning

Find where the money is in AI services. See what's earning and find market gaps.

MCP server for creating vtimestamp proofs on the Verus blockchain via a local or remote daemon

Pleasanter MCP - You can perform data operations on Pleasanter directly from VSCode

MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics

Real-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets.

Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.