🔍代码审查 / GitHub MCP 推荐

Finnish Meteorological Institute open data (forecast, observations, warnings)

NOAA Tides & Currents — observations, predictions, datums, station metadata

data.europa.eu — official EU open-data hub (~1.6M datasets)

PLOS journals — Solr-backed full-text search across all PLOS OA content

OpenCitations COCI — open-license citation index by DOI

Monarch biomedical knowledge graph — diseases, phenotypes, genes, variants

NCBI E-utilities — federated Entrez search/fetch (PubMed/Gene/Nucleotide/…)

Ensembl REST — vertebrate genomes, sequences, comparative genomics, variation

STRING protein-protein interaction networks across ~12k organisms

Broad Institute gnomAD genomic variant database (GraphQL)

Deterministic policy enforcement and MCP management for AI agent tool calls.

B2B lead generation, email verification, company enrichment, and agentic GTM Ops.

MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.

Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.

Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP.

Model Context Protocol (MCP) server to execute aider-specific code editing operations

melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

Norwegian local-food MCP: 1,431+ farms, shops, markets + umbrellas (Bondens marked, Hanen, REKO).

Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.

Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers cross-check.

AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0.01/call on Base.

Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentações.

Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamentos, serviços.

Consulta tabelas TUSS da ANS: procedimentos, medicamentos, diárias e taxas via SQLite local.

Publish and share access-controlled Markdown documents from any MCP-enabled AI tool.

Read + write MCP server for OpenEMIS — free open-source school management system. 675 resources.

Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking, and policy rules.

AI compute infrastructure intelligence: facilities, supply chains, sovereign AI, export controls.

SEO MCP server — backlinks, domain authority, tech stack, and 18+ tools via Common Crawl.

Read-only MCP server for OpenEMIS — free open-source school management system. 675 resources.

MCP server exposing manimgl mathematical animation functionality as tools for LLMs

MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

Audits MCP configs, scores risk, and creates reversible repair plans.

Efficient context management: code search, evidence packs, and memory for coding agents.

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

JVM dependency intelligence for AI assistants via Maven Central

Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more via 30+ tools.

Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale or CVE'd packages

Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayments on Base.

Upload any file, get a signed link. SHA-256 verified, TTL-enforced, no account required.

MCP server that exposes GraphQL operations as tools for AI models.

GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device gaps, with numbers.

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces

MCP server for GroupDocs.Watermark — add and search document watermarks via AI agents.

Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach workflows

x402 provider rankings + Ed25519-signed payment receipts + signature verification (3 tools).