🔍代码审查 / GitHub MCP 推荐

GSA CALC+ awarded labor ceiling rates from 230K+ MAS contracts. 8 tools.

BLS Occupational Employment and Wage Statistics market wages. 7 tools.

USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.

SAM.gov entity registration, exclusions, opportunities, contract awards. 15 tools.

MCP server for the Open Archives genealogical search engine.

Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.

An API-complete MCP server to manage Prometheus-compatible backends.

Local-first portfolio tracker for overseas investors. Claude reads and writes your finances via MCP.

MCP server for Excel add-ins via WebView2 CDP

MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.

Cloud-hosted MCP server for durable AI memory

AI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, HIPAA, SOX, FTC

Agentic commerce gateway: discovery, search, checkout across Shopify/Woo/Odoo/PrestaShop.

Multi-agent coordination protocol on Solana. Swarm formation, on-chain settlement, 14 MCP tools.

EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool, four authenticated.

Verified food truck marketplace for Southwest Florida. Search trucks and browse listings.

MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.

Detects semantic merge conflicts between Git branches using AST-level analysis

Generate professional PDF reports from LLM output — cover, TOC, tables, charts, 5 themes.

MCP server for Evocrawl — search, scrape, and interact with the web.

Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports.

Agent gateway for Index discovery, AN Score evaluation, and Resolve governed execution

Discover SAP BTP services, browse service catalog, check running instances, query dests, & more

WeatherAI — 11 live weather tools for Claude, Cursor, Windsurf and any MCP AI assistant

Decixa MCP Server — intent-driven API discovery and selection for AI agents.

Causal graph memory engine for AI agents with scoring, activation, and forgetting

Non-custodial Solana swap & limit order engine for AI agents.

Database MCP server for schema discovery, comments, and SQL queries.

A2A MCP & CPG Rails: HBPC (Hygiene + Beauty Personal Care) procurement and ESG.

Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.

LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.

Generate app icons, favicons, OG images, and logos by routing across 30+ image models.

Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real API keys.

Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.

Hosted MCP endpoint with realistic fake data for prototyping agents. 12 tools, no setup.

Local symbol ground truth MCP server for Unicode lookup and code-symbol linting.

Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fix discovery.

Dynamic context loading for AI assistants with TDD workflow and AST analysis

MCP security trust layer: scan packages, inspect repos, check exposure, monitor changes.

Non-custodial Solana swap & limit order engine for AI agents.

Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.

Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no cloud.

Personalize AI coding assistants by analyzing local conversation history. Runs on your machine.

Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, write-gated.