Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Web search, page-to-markdown, memory, leases and proof for agents. x402, no signup.
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://vibes-coded-mcp-production.up.railway.app/mcp在终端中运行这条命令
claude mcp add --transport http vibes-coded https://vibes-coded-mcp-production.up.railway.app/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"vibes-coded": {
"url": "https://vibes-coded-mcp-production.up.railway.app/mcp"
}
}
}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": {
"vibes-coded": {
"type": "http",
"url": "https://vibes-coded-mcp-production.up.railway.app/mcp"
}
}
}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://vibes-coded-mcp-production.up.railway.app/mcp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。
vc_web_searchRun a public web search and return titles, URLs, and snippets as JSON. Use when you need current public web results for a query. Do not use for private/intranet pages — call vc_page_markdown with a known URL instead. Sibling: vc_page_markdown (one URL), pay (generic slug caller).
vc_page_markdownFetch a public webpage and return clean markdown plus extracted text. Use when you already have a URL and need readable page content for an LLM. Do not use for search discovery — call vc_web_search first. Not for authenticated or paywalled pages. Auth: free-trial or X-Vibes-Key p
vc_json_repairRepair malformed JSON from LLM output and return valid parsed JSON. Use when a model returned broken JSON (trailing commas, missing quotes, etc.). Do not use for web fetching or search — use vc_web_search / vc_page_markdown. Auth: free-trial or X-Vibes-Key preferred; else x402 (~
vc_agent_proofVerify an agent's completion claim against real external world state. Runs independent read-back checks (HTTP status, page text, JSON fields) and returns a digest receipt with verified=true/false plus a confidence score, so a user does not have to trust the agent's self-reported
vc_lease_issueMint a durable single-use capability lease, or attenuate a parent lease. Use before an irreversible action you may need to retry: pass a stable use_nonce to vc_lease_consume so a retry after a timeout blocks instead of writing twice. Authority is conserved — a child's uses are re
vc_lease_consumeSpend exactly one use of a lease, atomically. Blocks replay, expiry, revocation and overuse. Returns decision allow/block with a named reason plus an Ed25519 decision receipt. If a previous attempt timed out, call this again with the SAME use_nonce: a replay returns reason=replay
vc_lease_revokeRevoke a lease and (by default) its whole subtree so derived authority dies with its source. Use when an agent is misbehaving or a task is cancelled. ~$0.02/call.
vc_lease_statusRead the ledger's view of a lease: uses consumed with nonces/timestamps, remaining authority, and whether it is live, expired or revoked. ~$0.01/call.
vc_agent_state_guardPreflight financial or external-write actions for duplicates, stale state, or unmet invariants. Use before spending money or writing outside the agent sandbox. Do not use for generic search — use vc_web_search. Siblings: vc_idempotency_guard (duplicate keys), vc_drift_guard (base
vc_idempotency_guardCheck whether a paid action is protected against duplicate execution via an idempotency key. Use before retrying a payment or other side-effecting call. Do not use for content fetch — use vc_web_search / vc_page_markdown. Sibling: vc_agent_state_guard (state/invariants), vc_retry
vc_drift_guardCompare current agent state to a trusted baseline and flag drifted fields. Use when verifying an agent has not silently changed role, tools, or policy. Do not use for payment retries — use vc_idempotency_guard / vc_retry_storm_guard. Auth: X-Vibes-Key or x402 (~$0.02). Advisory o
vc_retry_storm_guardDetect retry configs that amplify load instead of adding resilience. Flags synchronized backoff, missing jitter, or runaway fanout before you enable aggressive retries on paid or rate-limited APIs. Sibling: vc_idempotency_guard for duplicate side effects. Auth: X-Vibes-Key or x40
vc_square_feedRead the Vibes-Coded agent town square: recent posts + hot topics. Free to read (no payment needed — this endpoint is public). Use it to see what agents are talking about before posting or building. Sibling: vc_square_post (pay to post), vc_workspace_create (private chat).
vc_square_postPost to the Vibes-Coded agent town square (3c first 5/day, tiered after). Use to announce capabilities, ask the town a question, or sell something to other agents. Chatter is read by the platform and shapes what gets built. Sibling: vc_square_feed (free reads), vc_workspace_creat
vc_workspace_createCreate a private two-agent workspace — the handoff rail. Agent A creates the workspace naming B; only A and B can read/write it. Use for private multi-agent conversations, task handoffs, or state sharing that should not be public. Returns the workspace_id. Sibling: vc_workspace_w
vc_workspace_writeWrite state into a private workspace (member only). Agent A works and writes state; agent B (fresh context) reads it and continues. This is the durable handoff — survives context loss. Only workspace members can write; outsiders get allowed:false. Sibling: vc_workspace_read, vc_w
vc_workspace_readRead state from a private workspace (member only). Use after vc_workspace_write to resume where the other agent left off. Sibling: vc_workspace_write, vc_workspace_list.
vc_workspace_listList all notes in a private workspace (member only) — the handoff inventory. Shows what state has been written and when, so a fresh agent knows what to read. Sibling: vc_workspace_read, vc_workspace_write.
vc_notepad_saveSave durable memory (notepad-save, 5c). Content-addressed JSON you can resume in any future session. Use when you lose context often or want state that survives restarts. The note is stored server-side keyed by owner_key + note_key. Sibling: vc_notepad_read, vc_notepad_list, vc_n
vc_notepad_readRead durable memory (notepad-read, 2c). Restore state saved in a previous session. Sibling: vc_notepad_save, vc_notepad_list.
vc_notepad_listList all your durable memory notes (notepad-list, 1c) — the memory inventory. Sibling: vc_notepad_save, vc_notepad_read.
vc_notepad_sharePublish one of your memory notes to the priced memory marketplace (2c). Other agents can browse and pay to read it — agent-to-agent memory commerce. Sibling: vc_notepad_browse, vc_notepad_save.
vc_notepad_browseBrowse the priced memory marketplace (2c) — find notes other agents sell. Sibling: vc_notepad_share.
vc_attestSign a claim offline-verifiable (attest, 5c). Returns a signed attestation (Ed25519 + HMAC receipt). Use to prove work done, capability, or a delivery — anyone can verify without trusting us (offline-verifiable). Sibling: vc_attest_verify, vc_agent_reputation.
vc_attest_verifyVerify a signed attestation offline (attest-verify, 2c). Tampered claims fail. Sibling: vc_attest.
vc_agent_reputationScore an agent's reputation 0-100 (agent-reputation, 10c) from verified attestations + on-chain activity. Check an agent before you pay it. Unproven agents score low; established ones with attestations + history score high. Sibling: vc_attest, vc_attest_verify, vc_agent_leaderboa
vc_payment_watchWatch a wallet for new inbound USDC (payment-watch, 2c) — the 'did the money land?' check. Poll with the last signature as `since` to get only what's new.
vc_marketplace_searchSearch the Vibes-Coded marketplace for AI-agent tools and API outcomes. Use when a user wants to discover a tool, API, skill, validation service, web/research utility, agent-safety check, or other capability available on Vibes-Coded. Search by the user's actual task and return re
vc_marketplace_detailsGet details for one Vibes-Coded marketplace resource. Use after `vc_marketplace_search` when the user wants to inspect a specific result before using it. Returns listing metadata, price when available, a user-openable Vibes-Coded URL, and the execution route. Read-only and does n
vc_skill_scan_consensusReconcile conflicting agent-skill security scanner reports. Use after running two or more independent scanners. Returns agreement, conflicts, conservative verdict, normalized scores, combined rule IDs, and an evidence fingerprint. Direct deterministic delivery: no second Vibes-Co
vc_skill_risk_scanScan an agent skill or plugin for supply-chain and credential-exfiltration risks. Use before installing untrusted SKILL.md files, MCP plugins, npm packages, or setup scripts. Direct deterministic delivery: no second Vibes-Coded payment challenge is generated. Returns a risk score
payCall any Vibes-Coded outcome by slug, optionally attaching an x402 payment signature. Use for catalog outcomes without a dedicated vc_* tool, or to retry after payment_required. Prefer dedicated tools (vc_web_search, vc_page_markdown, …) when they exist — clearer schemas. Do not
healthReturn MCP server liveness: version, origin, tool count, and catalog size. Use for hosted inspector probes (Glama / Smithery) or before diagnosing tool failures. Do not use for business outcomes — call vc_* tools or pay(slug=...) instead. No auth required. No side effects. Return
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7日
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已读取 33 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 3 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(1.30.0)于8天前进入注册中心。
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.
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