Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Parallel Wikipedia & Hacker News grounding stripped of HTML bloat for LLM agent contexts.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://ceadigital.io/mcp/web-grounding在终端中运行这条命令
claude mcp add --transport http agent-clean-web-grounding https://ceadigital.io/mcp/web-grounding粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agent-clean-web-grounding": {
"url": "https://ceadigital.io/mcp/web-grounding"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"agent-clean-web-grounding": {
"type": "http",
"url": "https://ceadigital.io/mcp/web-grounding"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://ceadigital.io/mcp/web-grounding菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
gcp_catalog_searchSub-millisecond FTS5 search across 17,671 Google Cloud, Vertex AI, and A2A service records.
vault_knowledge_searchFTS5 search across 36,628 video transcript chunks and 106,308 knowledge graph triples in vault.db.
sec_edgar_cik_lookupSEC EDGAR company submission facts, quarterly filings, and CIK lookup under Lowe v. SEC Publisher's Exclusion.
github_repo_pulseExtract repository activity pulse (stars, forks, open issues, license, last push) with ETag caching.
security_cve_auditAudit package vulnerabilities and CVE advisories via OSV.dev database.
package_health_pulseParallel health pulse inspection across NPM and PyPI ecosystems.
fdic_bank_healthFactual public supervisory bank health and branch metrics compiled from FDIC under 12 CFR Part 328.
openalex_citation_graphAcademic citation graph metadata and scholarly network metrics from OpenAlex (CC0).
usgs_seismic_hazardSeismic activity and earthquake risk profiles from USGS GeoJSON services.
dexscreener_token_auditReal-time DEX liquidity, price, pair volume, and market cap analytics via DexScreener.
npi_medical_registryCMS NPPES NPI Registry lookup for healthcare organizations and facilities (NPI-2 only, HIPAA safe harbor).
crtsh_cert_reconQuery Sectigo Certificate Transparency logs (crt.sh) for issued SSL/TLS certificates and subdomains.
epss_exploit_scoreQuery FIRST.org Exploit Prediction Scoring System (EPSS) for 30-day real-world exploit probability.
gleif_lei_kybQuery Global Legal Entity Identifier Foundation (GLEIF) registry for corporate KYB and LEI records.
cfpb_complaintsQuery US Consumer Financial Protection Bureau (CFPB) complaint database (17 U.S.C. § 105 public domain).
usaspending_awardsQuery USASpending.gov Federal Awards and Contractor Intelligence (17 U.S.C. § 105 public domain).
depsdev_openssf_scorecardQuery Google Open Source Insights (deps.dev) and Linux Foundation OpenSSF Security Scorecard (0-10) for any GitHub repository or package (#1 in MCP Registry).
nyfed_sofr_reference_ratesQuery Federal Reserve Bank of New York official Secured Overnight Financing Rate (SOFR) benchmark rates, percentiles, and daily repo volume (#1 in MCP Registry).
cisa_kev_exploited_vulnsQuery US CISA Known Exploited Vulnerabilities (KEV) Catalog for active in-the-wild exploitation, mandatory federal patch due dates, and ransomware usage.
corporate_kyb_and_risk_dossier5-Source Parallel Composite Dossier: Joins GLEIF LEI + SEC EDGAR + CFPB Complaints + USASpending Federal Awards + FDIC in <400ms with a 0-100 Counterparty Verification Score.
cyber_supply_chain_security_dossier5-Source Parallel Security Dossier: Joins crt.sh SSL Certs + Google deps.dev OpenSSF Scorecard + FIRST.org EPSS + CISA KEV + OSV.dev CVEs in <400ms with a 0-100 Security Posture Score.
agent_compliance_notary_attestTamper-evident SHA-256 hash-chained Agent Decision & Compliance Notary for EU AI Act, NIST AI RMF, and SOC2 autonomous agent audit trails.
submit_feedback_or_rate_quoteFree interactive MCP feedback, feature requests, and custom rate quote negotiation (alias: submit_mcp_feedback_or_request).
agent_token_intel_and_honeypotHigh-velocity Agent Operational Primitive ($0.005 USDC on Base): Real-time DEX pool liquidity, 24h volume, buy/sell execution symmetry, Base bytecode check, and deterministic 0-100 Honeypot & Anti-Rug Safety Score.
agent_clean_web_groundingHigh-velocity Agent Operational Primitive ($0.008 USDC on Base): Fast, token-optimized real-time web grounding & clean Markdown synthesis stripped of HTML bloat, ads, and scripts for LLM context windows.
agent_base_tx_simulateHigh-velocity Agent Operational Primitive ($0.005 USDC on Base): Pre-execution Base L2 (eip155:8453) calldata simulator & wallet drain guard via eth_call + eth_estimateGas + unlimited ERC-20 approve detection.
provision_free_developer_keyFREE Self-Serve API Key Generator: Instantly mints a 50-call free starter `cea_live_` Bearer token with copy-paste snippets for Claude Desktop, Cursor, Windsurf, ElizaOS, and Coinbase AgentKit.
agent_url_to_clean_markdownHigh-velocity Agent Operational Primitive ($0.005 USDC on Base): Live URL-to-Clean-Markdown extractor competing with Firecrawl/Jina. Fetches any public URL via SSRF-safe HTTP + LegalTDMGuard and returns clean, prompt-injection-scrubbed Markdown.
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册中心没有列出源代码仓库,因此无法将发布者(ceadigital.io)与代码对应起来
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 48 毫秒内响应(HTTP 200)
无需登录
已读取 28 个工具描述,未发现针对 AI 的隐藏指令
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于前天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
仓库中没有找到 README