🔍代码审查 / GitHub MCP 推荐

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.

Protect your AI agents and IDEs from malicious open-source packages.

Agent-first data marketplace — AI agents search, purchase, and sell datasets via MCP.

Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff, CI reporting.

Federated commerce search across independent WooCommerce merchants. Keyless, read-only MCP server.

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

Deterministic security layer your AI can't be. 442 rules, 38 tools, CLI + doctor + host audit.

On-chain Solana token safety — screen for rugs/honeypots and execute MEV-protected swaps.

Generates unit tests for Python code with coverage before/after reports and concrete edge cases.

manage your music catalog through conversation — works, recordings, credits, agreements, royalties

Search volunteer opportunities across Spain via hacesfalta.org

eCFR (Electronic Code of Federal Regulations) MCP.

Oyez SCOTUS MCP.

SANS Internet Storm Center (ISC) MCP.

endoflife.date MCP.

Civitai MCP.

OpenRouter Models MCP.

FARA (Foreign Agents Registration Act) MCP.

US Senate Lobbying Disclosure (LDA) MCP.

UK Contracts Finder MCP.

World Bank Projects & Operations MCP.

Find & fetch research datasets across Zenodo, DataCite, NCBI omics, and literature.

Supply chain risk scoring for npm, PyPI, Cargo, and Go. 9 tools. Behavioral signals.

Commerce for AI agents. 22 MCP tools. 68 retailers (38 verified), 8 countries, 4 platforms.

Local-first code context, impact analysis, and merge-readiness verdicts for AI agents.

Install + query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.).

Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted

Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 77 tools.

PH civic data + auto-stitched area profiles (PSGC, PSA economy, infra, hazards). 29 tools.

Crypto yield data for AI agents: lending, savings, staking, borrowing & stablecoin rates. 18 tools.

160K deductive JSON persona constraints. Measured: 0 drift breaks in 120 turns (plain prompt: 8).

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

Offline SAP ABAP static analysis, Clean Core readiness checks, and RAP scaffolding. No SAP system.

Your AI research assistant that cites real sources and stays honest

Local IBKR MCP server for account, market research, risk checks, and preview-only order drafts.

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

Historis keeps track of what happened — so you and your AI are never out of sync.

MCP server for Obsidian vaults — search, memory, link graph, 23 tools, OAuth-protected.

Stakeholders pin feedback on your live app; your AI coding agent reads it via MCP and fixes it

Exactly-once execution guard for AI agents. Prevents duplicate payments and webhooks on retry.

Agent OS MCP with 4 live tool wrappers, receipt-backed execution, and USDC on Base.

Apple-native AI agent execution: 36 MCP tools, 5 prompts, compile, validate, repair, and prove.

MCP server for code structure analysis using tree-sitter.

AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation

Unified MCP lookup server for ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10. 37 tools, MIT.

stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.

Crypto Fear & Greed Index MCP.