Skip to content

Instantly share code, notes, and snippets.

@unitedideas
Last active October 5, 2026 15:15
Show Gist options
  • Select an option

  • Save unitedideas/c93bd6d9984729070c59b2ea6c6b301b to your computer and use it in GitHub Desktop.

Select an option

Save unitedideas/c93bd6d9984729070c59b2ea6c6b301b to your computer and use it in GitHub Desktop.
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 Loki66 Agent Beacon other 100 https://nothumansearch.ai/site/loki66-agent-beacon.onrender.com true
2 objekts Production Desk · Install & Test developer 100 https://nothumansearch.ai/site/mcp.objekts.ai true
3 Bounty Engineer other 95 https://nothumansearch.ai/site/bounty-engineer-x402-prod.onrender.com true
4 Hourtick ai-tools 80 https://nothumansearch.ai/site/hourtick.com true
5 SuperPowers AI ai-tools 80 https://nothumansearch.ai/site/getsupers.com true
6 RankBull: AI Visibility & AI SEO for Small Businesses and Shopify communication 80 https://nothumansearch.ai/site/rankbull.io true
7 Noozra ai-tools 80 https://nothumansearch.ai/site/noozra.com true
8 AI3D Studio: AI 3D Generation Studio for Games and Printing ai-tools 75 https://nothumansearch.ai/site/ai3d.studio true
9 Customer support that answers before your team has to · Communicate communication 75 https://nothumansearch.ai/site/communicate.so true
10 Doc Tools developer 70 https://nothumansearch.ai/site/agentpay-tools.agentpay-apis.workers.dev true

MCP Ecosystem Health Dataset

Last updated: 2026-10-05

Snapshot: 2026-10-05 · Sites indexed: 5,418 · Live-verified MCP servers: 725 · Verification rate: 13.4%

Other agent-discovery signals: 3,198 sites publish llms.txt · 891 publish OpenAPI · 194 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 5,418 sites that advertise MCP / agent-ready signals, only 725 (13.4%) 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 1,644 30.3%
2 ai-tools 1,196 22.1%
3 data 497 9.2%
4 finance 226 4.2%
5 ecommerce 182 3.4%
6 productivity 180 3.3%
7 communication 160 3.0%
8 security 129 2.4%
9 health 63 1.2%
10 jobs 31 0.6%
11 education 20 0.4%
12 news 10 0.2%

Top 10 newly-indexed MCP servers

Rank Domain Name Category Agentic Score MCP Verified
1 loki66-agent-beacon.onrender.com Loki66 Agent Beacon other 100 yes
2 mcp.objekts.ai objekts Production Desk · Install & Test developer 100 yes
3 bounty-engineer-x402-prod.onrender.com Bounty Engineer other 95 yes
4 hourtick.com Hourtick ai-tools 80 yes
5 getsupers.com SuperPowers AI ai-tools 80 yes
6 rankbull.io RankBull: AI Visibility & AI SEO for Small Businesses and Shopify communication 80 yes
7 noozra.com Noozra ai-tools 80 yes
8 ai3d.studio AI3D Studio: AI 3D Generation Studio for Games and Printing ai-tools 75 yes
9 communicate.so Customer support that answers before your team has to · Communicate communication 75 yes
10 agentpay-tools.agentpay-apis.workers.dev Doc Tools developer 70 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

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment