Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.
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://projectstate.online/mcp在终端中运行这条命令
claude mcp add --transport http projectstate https://projectstate.online/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"projectstate": {
"url": "https://projectstate.online/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": {
"projectstate": {
"type": "http",
"url": "https://projectstate.online/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://projectstate.online/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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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6日
注册名称已通过域名 projectstate.online 验证(注册中心会核实域名所有权)
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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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 1 项适用的基础检查中通过了 1 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(0.3.0)于2个月前进入注册中心。
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Persistent project memory for AI agents, paid per call in USDC over [x402](https://x402.org). No account, no API key.
https://projectstate.online/mcp — an MCP server (Streamable HTTP) that remembers, per project, *what was decided, what was tried and failed, and what is still open*, and hands an agent back the three facts it needs instead of the whole history.
Every agent already has "memory". What it does not have is project state that survives across tools and sessions: Claude Code, Cursor, a CI agent and a script all working on the same repo, sharing one ranked, compact record of decisions and dead ends. That is what this is. Retrieval is the point: recall returns at most a few lines inside a character budget, ranked so superseded decisions sink and active ones float.
| Tool | Does | Price |
|---|---|---|
project_open(project, name?, description?) | open/create a project; returns a brief: status, open tasks, latest decisions, failed attempts | $0.002 |
project_status(project, set_status?) | read or set the one-line status (hand-off note between sessions) | $0.002 |
remember(project, kind, title, body?, tags?, files?, status?, supersedes?, idempotency_key?) | store a decision, attempt, task or note | $0.002 |
recall(project, query?, kind?, status?, tags?, files?, limit=5, max_chars=1500) | ranked keyword search, trimmed to a budget | $0.005 |
plan_check(project, intent, files?, limit=3, max_chars=1200) | say what you are about to do; get back the failed attempts, binding decisions and overlapping tasks that would change the plan | $0.010 |
update(project, id, status?, title?, body?, append?, tags?, files?, delete?) | close tasks, mark attempts, supersede decisions | $0.002 |
Failed calls are free. Identical retries (or any call with the same idempotency_key) are never billed twice. Prices are published per tool in tools/list under _meta.priceUsd.
The tool to call before starting something non-trivial:
plan_check(project="my-app", intent="switch the session cache to Redis", files=["src/cache.py"])
Plan check for 'my-app': 'switch the session cache to Redis' Prior failures (1): #8 attempt/failed (2026-09-12): Tried Redis for the session cache — connection pool exhausted under load Active decisions that constrain this (1): #9 decision/active (2026-09-12): Cache with SQLite instead of Redis — one less service to run Open tasks that overlap (1): #10 task/open (2026-09-12): Benchmark the cache options
Three targeted searches in one call, returning only what would change the plan. A clean plan answers "Nothing on record matches this plan" so the agent can proceed without a second lookup.
isError: true with an x402 v2 PaymentRequired in structuredContent (scheme exact, USDC on Base, the amount, the pay-to address)._meta["x402/payment"]._meta["x402/payment-response"] and a credit token in _meta["projectstate/x402-credit"].Authorization: Bearer xc_…. Unused credit stays on your wallet address.Works with any x402-capable client: x402-mcp (withPayment()) for the Vercel AI SDK, the x402 Python package, or the 30-line handshake in scripts/x402_agent_demo.py.
from eth_account import Account
from mcp import Client from x402 import x402Client from x402.mechanisms.evm.exact import register_exact_evm_client from x402.mechanisms.evm.signers import EthAccountSigner from x402.schemas import PaymentRequired
x = x402Client(); register_exact_evm_client(x, EthAccountSigner(Account.from_key(KEY))) async with Client("https://projectstate.online/mcp") as mcp: r = await mcp.call_tool("project_open", {"project": "my-app"}) # -> PaymentRequired pay = (await x.create_payment_payload(PaymentRequired(**r.structured_content))).model_dump(by_alias=True, exclude_none=True) r = await mcp.call_tool("project_open", {"project": "my-app"}, meta={"x402/payment": pay}) token = r.meta["projectstate/x402-credit"] # reuse on later calls
Python 3.12, the official MCP Python SDK (v2), SQLite + FTS5 (bm25, no vectors), the official x402 package against the Coinbase facilitator on Base mainnet. One process, one SQLite file, an admin dashboard with per-tool latency, error messages, a full audit ledger and a retrieval-quality meter (zero-hit and re-query rates) that says when keyword search stops being enough.
Docs: https://projectstate.online/docs · Registry: online.projectstate/projectstate · License: MIT
deploy/install.sh sets up systemd, nginx, fail2ban, hourly SQLite backups and unattended upgrades on a small Ubuntu VPS; deploy/env.example lists every setting; deploy/x402_live_setup.sh switches the x402 rail to Base mainnet with Coinbase CDP keys. pytest tests/ runs 33 tests including a mock x402 facilitator that verifies real EIP-712 signatures.