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MCP Ecosystem Health Dataset — 10.3% of claimed MCP servers survive live JSON-RPC probe. Q2 2026 snapshot from nothumansearch.ai
rank name category agentic_score url mcp_verified
1 Emad Ibrahim - Software Architect & Entrepreneur ai-tools 100 https://nothumansearch.ai/site/emadibrahim.com true
2 siteinspire.com other 40 https://nothumansearch.ai/site/siteinspire.com true

MCP Ecosystem Health Dataset

Last updated: 2026-06-08

Snapshot: 2026-06-08 · Sites indexed: 4,282 · Live-verified MCP servers: 466 · Verification rate: 10.9%

Other agent-discovery signals: 2,378 sites publish llms.txt · 572 publish OpenAPI · 225 new candidate submissions this week.

Live data from nothumansearch.ai/digest.json — free public API, no auth, refreshed on every crawl cycle.

Verification rate

Of 4,282 sites that advertise MCP / agent-ready signals, only 466 (10.9%) survive a real JSON-RPC handshake to their /mcp endpoint. The rest either return HTML, time out, or never implemented the protocol correctly.

Top 15 categories

Rank Category Sites Indexed Share of Index
1 developer 1,320 30.8%
2 ai-tools 917 21.4%
3 data 394 9.2%
4 finance 187 4.4%
5 productivity 172 4.0%
6 ecommerce 151 3.5%
7 communication 121 2.8%
8 security 108 2.5%
9 health 57 1.3%
10 jobs 26 0.6%
11 education 21 0.5%
12 news 11 0.3%
13 spam 1 0.0%

Top 2 newly-indexed MCP servers

Rank Domain Name Category Agentic Score MCP Verified
1 emadibrahim.com Emad Ibrahim - Software Architect & Entrepreneur ai-tools 100 yes
2 siteinspire.com siteinspire.com other 40 yes

Methodology

NothingHumanSearch crawls submitted URLs and auto-discovered candidates from public sources (awesome-mcp-servers, PulseMCP, llmstxt.site, curated feeds), then scores each site against seven weighted signals: llms.txt present and parseable; ai-plugin.json at /.well-known/; an OpenAPI or AsyncAPI spec at a discoverable path; an MCP manifest; a live JSON-RPC MCP handshake; documented rate-limit and auth headers; and an accessible structured API response. Sites are re-crawled weekly. Scores range 0–100; any score above 75 corresponds to a site an autonomous agent can realistically integrate without human help.

Verification means a TCP connection + HTTP POST to the declared /mcp endpoint with a JSON-RPC 2.0 initialize request, followed by a valid result response containing a protocolVersion. Sites that host a manifest but fail the handshake are counted in the index total but not in the MCP-verified total.

Source & License

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