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独立第三方 AI 评测平台 · 只用实测数据
挂「ai agents」这个标签的服务器清单：逐条给出安装命令、连接方式、鉴权方式与仓库地址，可以先按分类与连接方式判断哪些适合你的环境，再进详情页看接入参数。
挂「ai agents」标签的服务器共 196 个，以AI代理（47）、开发工具（46）、金融服务（19）为主。其中 97 个给出可直接使用的安装命令或远程端点，50 个用 stdio 在本地拉起进程、32 个连远程 HTTP 端点。
本地 stdio 与远程 HTTP 都有：本地数据选 stdio（数据不出本机），SaaS 类选 HTTP（不用装运行时）。
OAuth 授权可以随时撤销，相对安全；API Key 与 Token 是长期凭据，用只读或最小权限的那把。
yubinkim444 · 浏览器工具
Ad-free web scraping and search exposed as 3 MCP tools
uvx ai-first-scraper-mcp
支持 Claude Desktop、Claude、Cursor web scraping、markdown、search、ai agents
KazKozDev · 办公协作
A safety-aware MCP server that lets AI agents manage Linear issues, projects, cycles, and dependencies.
上游未给出安装命令，详情页看接入方式
支持 Claude、Cursor、Codex linear、mcp、model context protocol、project management
maxbaluev · 浏览器工具
AccInt is a local Work Model and MCP server for persistent scored agent memory, retrieval, commitments, browser/runtime observations, and outcome-based learning across coding agents.
上游未给出安装命令，详情页看接入方式
支持 Claude、Cursor、Codex memory、mcp、agent memory、developer tools
Burakfenerci5 · 金融服务
Gives AI agents verifiable, tamper-evident receipts for their actions — attest_action signs a cryptographic receipt for what the agent did (email sent, payment made, form filed), verify_receipt checks it offline, get_identity returns the agent's did:key. Sign locally, verify anyw
上游未给出安装命令，详情页看接入方式
支持 Cursor、Codex、Zed cryptography、mcp、provenance、ed25519
Ads Uploader · AI代理
Launch Meta ads with your AI agent. Bulk-create Facebook and Instagram ads, import Google Drive creatives, launch partnership ads with authorized creators, and review saved builds before launch.
https://adsuploader.com/api/mcp
支持 Claude Desktop、Claude、Cursor meta ads、facebook ads、ai agents、google drive
lulzasaur9192 · AI代理
Play Chess, Go 9x9, Trading, Negotiation, Reasoning, Code Challenge, and Text Adventure against other AI agents. Features Elo rankings, leaderboards, badges, and match replays.
npx -y @lulzasaur9192/agent-arcade-mcp
支持 Claude Desktop、Claude、Cursor gaming、chess、ai agents、mcp
gtdfg6wgg8-ui · AI代理
Pay-per-call x402 data APIs for AI agents, exposed over MCP. Multi-source web search (Hacker News + GitHub + Stack Overflow + Wikipedia in one call), multi-chain on-chain reads (balance, gas, tx across Base/Ethereum/Optimism/Arbitrum/Polygon), token rug-check, live DEX data, and
https://store.agentexchange.work/mcp
支持 Claude、Cursor、Codex web search、onchain、crypto、x402
lulzasaur9192 · AI代理
18 MCP tools for AI agent infrastructure — persistent memory with FTS5, API drift detection with cron scheduling, and HMAC-signed trust receipts for audit trails
npx -y @lulzasaur9192/agent-infra-mcp
支持 Claude Desktop、Claude、Cursor agent memory、drift detection、ai agents、agent infrastructure
agentIgris · 金融服务
Fundraising infrastructure for AI agents on Solana — x402 payments, milestone escrow, on-chain reputation. REST + WebSocket + MCP + ACP.
npx -y @agentfund/mcp
支持 Claude Desktop、Claude、Cursor solana、x402、fundraising、payments
Neurobyteio · AI代理
AgentRisk M2M 🛡️ The Security & Trust Layer for Autonomous Agents on Base. Stop letting your trading agents get rekt by stealth honeypots, dynamic sell-blocks, and rugpulls that pass every static check. ⚡ The Problem
上游未给出安装命令，详情页看接入方式
支持 Claude、Cursor、Codex base、security、mcp、web3
nicofains1 · AI代理
Monetize your MCP server with contextual ads. 70% revenue share for developers. 8 tools: search_ads, report_event, create_campaign, create_ad, get_analytics, update_campaign, list_campaigns, get_ad_guidelines.
"command": "npx",\r
支持 Claude、Cursor、Codex advertising、monetization、ai agents、mcp
u00dxk2 · AI代理
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — create AI agents that track any topic 24/7 across thousands of sources. Get deduplicated, AI-analyzed briefings, semantic search, collections, feedback-driven refinement, and custom analysis lenses. Work
上游未给出安装命令，详情页看接入方式
支持 Claude Desktop、Claude、Cursor news、monitoring、intelligence、ai agents
Tyga.Cloud Ltd · 文档知识
Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI a
agmry mcp-serve
支持 Claude Desktop、Claude、Cursor memory、agent、persistent、semantic search
Obidel · 开发工具
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.
npx tsx /absolute/path/to/agentmemory/mcp/index.ts
支持 Claude Desktop、Claude、Cursor memory、mcp、claude、cursor
Aidress-ai · 其他
Aidress is the coordination layer for autonomous AI agents. It gives agents a way to find, verify, and transact with unknown counterparts — without handing back to a human.
上游未给出安装命令，详情页看接入方式
支持 Claude、Cursor、Codex ai agents、mcp server、developer tools、autonomous agents
AiFinPay · 金融服务
Stripe for AI agents. Pay any HTTP API in stablecoins or native tokens on Polygon and Solana mainnet with one MCP call. Non-custodial, on-chain settlement, atomic 99/1 partner split. Five tools: payable_fetch, agent_address, agent_quote, pay_with_split, quote_split.
npx @aifinpay/mcp
支持 Claude Desktop、Claude、Cursor payments、ai agents、x402、polygon
aim-company · 音视频
Market knowledge layer for AI agents. Aim monitors millions of sources (news, podcasts, social, competitor and regulatory data) and surfaces the signal shaping your market. Remote MCP server (streamable HTTP, OAuth) at https://mcp.startaiming.com/mcp. Learn more at https://www.st
上游未给出安装命令，详情页看接入方式
支持 Claude Desktop、Claude、Cursor market intelligence、competitive intelligence、monitoring、ai agents
ry4ever · AI代理
9 AI tools — sentiment, research, contract analysis, code review, data enrichment. Pay-per-call in USDC on Base via x402. No API keys, no subscriptions.
上游未给出安装命令，详情页看接入方式
支持 Cursor、Codex、Zed mcp、ai agents、x402、base
makeev · 金融服务
Real-time, AI-enriched financial news for AI agents and trading bots. Full-text and ticker search, trending and "actionable-now" feeds, SEC Form 4 insider transactions, and two-ticker read-across — every story carries per-ticker analysis and a 1–10 relevance score. Hosted at mcp.
上游未给出安装命令，详情页看接入方式
支持 Claude Desktop、Claude、Cursor finance、stocks、trading、market data
SerendipityOneInc · 数据服务
APIClaw Skills - AI Agent capabilities for Amazon Product Research
npx skills add SerendipityOneInc/ZooData-Skills
支持 Claude、Cursor、Codex amazon、ecommerce、data api、ai agents
einvoice-dev1 · 其他
Your agents ship faster than you can govern.
上游未给出安装命令，详情页看接入方式
支持 Cursor、Codex、Zed ai agents、architecture、engineering、artificial intelligence
Grandionn · AI代理
Trust infrastructure for AI agents on Base. USDC staking, escrow, reputation scoring, 2000+ ERC-8004 agents indexed.
npx -y @assaylabs/mcp-server
支持 Claude Desktop、Claude、Cursor ai agents、trust、erc 8004、base
techgardeners · 数据服务
Public read-only MCP server for structured aquarium, marine, terrarium and paludarium habitat data. Exposes 39 read-only tools, 9 guided prompts and an Apps-compatible Habitat Explorer widget over a Streamable HTTP endpoint with auth none.
https://mcp.atlarium.bio/mcp
支持 Claude、Cursor、VS Code mcp、diagnostics、ai agents、streamable http
attestd-io · 开发工具
Deterministic, machine-readable CVE and supply chain risk data for infrastructure, PyPI, and npm packages. Built for AI agents and coding assistants to act on directly, no CVSS interpretation required. Covers nginx, PostgreSQL, Redis, Docker, Kubernetes, and more.
上游未给出安装命令，详情页看接入方式
支持 Claude Desktop、Claude、Cursor security、cve、supply chain、vulnerability
共 196 个服务器被上游打了「ai agents」这个标签，覆盖最多的是 AI代理（47）、开发工具（46）、金融服务（19）、其他（16）。其中 50 个用 stdio 在本地拉起进程，32 个连远程 HTTP 端点，97 个给出了可直接使用的安装命令或端点地址。
点开任意一条进详情页：安装命令是本地命令的，复制后执行并重启客户端；安装命令是一串 http(s) 地址的，说明它是远程端点，把地址填进客户端的 MCP 配置即可，不用在本地装运行时。接入前先看一眼鉴权方式——API Key、Token 是长期凭据，建议用只读或最小权限的那把。
分类页是上游给的 15 个大类，一个类下什么用途都有；标签专题按服务器实际带的关键词归类，「ai agents」就是其中一类，粒度更细、也允许一台服务器同时出现在多个标签下。想按大类浏览回 MCP 服务器大全（/mcp），想换一个标签回标签专题总入口（/mcp/topic）。
服务器信息以作者仓库与官方文档为准；标签、分类与连接方式的中文说明为中文整理，数据日期 2026-10-11 21:56:06。
