Protocol snapshots

Each row combines fresh proof, verification, docs sync, and access posture so the protocol mix is easy to read at a glance.

MPP 45
fresh proof 0 · verified 0
protected 0 · docs 45
alerts 2 · public 0
auth 0 · payment 2
broken 0 · avg health 56/100
avg value 43/100
MCP 2
fresh proof 0 · verified 0
protected 1 · docs 2
alerts 1 · public 0
auth 1 · payment 0
broken 0 · avg health 60/100
avg value 59/100

Runtime access split

Public execution, payment-challenged routes, auth-gated remotes, and broken surfaces are separated here so protected MCP servers do not read like dead ones.

Public runtime 0
Payment challenged 2
Protected but live 1
Broken runtime 0
Rate limited 0
Access unknown 44

Source quality

The ranker now distinguishes official registries, public well-known protocol surfaces, curated directories, and docs-watchlist coverage. These slices let you read the market by how trustworthy the listing substrate is before corroboration kicks in.

Official registry leaders

Perplexity

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MCP · Official registry Perplexity + Browserbase Warning · 65/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Official registry Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Official registry Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Official registry Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Official registry Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Official registry Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Official registry Perplexity + Browserbase Documented · 57/100 No activity signal

Firecrawl

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

MCP · Official registry Stale · 55/100 No activity signal

Public well-known leaders

No public well-known leaders match this lens yet.

Curated directory leaders

No curated-directory leaders match this lens yet.

Docs/watchlist tracked

No docs/watchlist-backed leaders match this lens yet.

Protected MCP leaders

Perplexity

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

Auth required · Official registry Perplexity + Browserbase Warning · 65/100 No activity signal

Registry-source leaders

Smithery

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

7 endpoints 0 fresh proof · 1 protected · 0 verified Dynamic pricing

PulseMCP

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

1 endpoints 0 fresh proof · 0 protected · 0 verified Value 59/100

Source scorecards

Import-time gate stats and live proof counts now sit side by side. This is the quality control panel for expansion: how much raw supply each source offered, how much survived gating, and how much is actually verified or protected in the public lens.

Smithery

0 accepted / 0 raw

0% accepted 0 gated

This source is gated at 0 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.

7 visible · 0 verified 1 protected · 0 broken Matched: none recorded yet Missing: no recurring gaps

PulseMCP

0 accepted / 0 raw

0% accepted 0 gated

This source is gated at 0 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.

1 visible · 0 verified 0 protected · 0 broken Matched: none recorded yet Missing: no recurring gaps

Remote MCP

109 accepted / 109 raw

100% accepted 0 gated

This source is gated at 10 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.

0 visible · 0 verified 0 protected · 0 broken Matched: auth hint, category, description, directory page Missing: no recurring gaps

Remote MCP Servers

5 accepted / 5 raw

100% accepted 0 gated

This source is gated at 12 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.

0 visible · 0 verified 0 protected · 0 broken Matched: auth hint, category, description, official directory flag Missing: no recurring gaps

Source confidence

Corroboration is now a first-class market signal. These slices separate services seen in multiple registries from strong single-source standouts and newly aligned entries that just picked up a second trustworthy view.

Multi-source leaders

Perplexity

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MCP Perplexity + Browserbase Warning · 65/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MPP Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MPP Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MPP Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MPP Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MPP Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · MPP Perplexity + Browserbase Documented · 57/100 No activity signal

Single-source but proven

Firecrawl

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

MCP · Access unknown Stale · 55/100 No activity signal

Newly corroborated

No newly corroborated entries match this lens yet.

Proven leaders

Proof-first leaders in the current lens. This cuts the market down to surfaces with public runtime proof or strong certification evidence before price and popularity settle the order.

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Payment challenge Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MPP · Payment challenge Perplexity + Browserbase Stale · 45/100 No activity signal

Firecrawl

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

MCP · Access unknown Stale · 55/100 No activity signal

Proven by protocol

MPP

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 endpoints 0 fresh proof · 0 protected · 0 verified Value 49/100

MCP

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

1 endpoints 0 fresh proof · 0 protected · 0 verified Value 59/100

Proven by source quality

Official registry

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

3 endpoints 0 fresh proof · 0 protected · 0 verified Value 49/100

Telemetry-backed leaders

No telemetry-backed leaders match this lens yet.

Official + corroborated

Perplexity

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Warning · 65/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 registry views · 0 repo signals Perplexity + Browserbase Documented · 57/100 No activity signal

New this week

Fresh additions in the last 7 days so you can see new cross-protocol supply before it disappears into the long tail.

official 0 well-known 0 curated 0 docs/watchlist 0 smithery 0 pulse 0 remote 0 remote api 0
No newly added endpoints landed in this lens this week.

Proof landed this week

Newly verified public runtimes and newly confirmed protected-but-live surfaces in the last 7 days.

verified 0 protected 0

Newly verified

No newly verified runtimes match this lens yet.

Newly verified by protocol

No protocol-level newly verified winners match this lens yet.

Newly verified by source confidence

No source-confidence newly verified winners match this lens yet.

Newly verified by source quality

No source-quality newly verified winners match this lens yet.

Newly verified by registry source

No registry-source newly verified winners match this lens yet.

Newly protected but live

No newly protected runtimes match this lens yet.

Newly protected by protocol

No protocol-level newly protected winners match this lens yet.

Newly protected by source confidence

No source-confidence newly protected winners match this lens yet.

Newly protected by source quality

No source-quality newly protected winners match this lens yet.

Newly protected by registry source

No registry-source newly protected winners match this lens yet.

Biggest movers

Largest endpoint health-score changes over the last 7 days, useful for spotting fast-rising surfaces and sudden slippage.

Risers

No upward movers were detected in this lens yet.

Slipping

No downward movers were detected in this lens yet.

Risers by protocol

No protocol-specific risers were detected in this lens yet.

Slipping by protocol

No protocol-specific decliners were detected in this lens yet.

Risers by source confidence

No source-confidence risers were detected in this lens yet.

Slipping by source confidence

No source-confidence decliners were detected in this lens yet.

Risers by source quality

No source-quality risers were detected in this lens yet.

Slipping by source quality

No source-quality decliners were detected in this lens yet.

Risers by registry source

No registry-source risers were detected in this lens yet.

Slipping by registry source

No registry-source decliners were detected in this lens yet.

Protocol leaderboards

One current leader per protocol so cross-ecosystem winners are easier to scan.

MPP

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

45 endpoints 0 fresh proof · 0 protected · 0 verified Value 49/100

MCP

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

2 endpoints 0 fresh proof · 1 protected · 0 verified Dynamic pricing

Category leaderboards

Topic leaders derived from declared service tags, useful for moving between search, browser, media, and tooling clusters quickly.

Social

StableSocial

MPP Official registry

Pay-per-request social media data from TikTok, Instagram, Facebook, and Reddit.

37 endpoints 0 fresh proof · 0 protected · 0 verified Value 42/100

Web

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

9 endpoints 0 fresh proof · 0 protected · 0 verified Value 49/100

Browser

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

1 endpoints 0 fresh proof · 1 protected · 0 verified Dynamic pricing

Public runtime leaders

Best currently executable public surfaces in this lens, weighted by runtime proof first.

No public runtimes match this lens yet.

Protected but live

Reachable surfaces that currently require credentials. This is especially useful for MCP and A2A hosts.

Perplexity

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

MCP · Auth required Perplexity + Browserbase Warning · 65/100 No activity signal

Payment-challenged runtimes

Live surfaces that exposed a payable challenge instead of allowing free execution.

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

$0.01 / request Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

$0.01 / request Perplexity + Browserbase Stale · 45/100 No activity signal

Top market leaders

Best overall blends of price, health, docs quality, and verification across the current lens.

Perplexity

Browserbase

MCP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

No value score Perplexity + Browserbase Warning · 65/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

Value 49/100 Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

Value 49/100 Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

Value 53/100 Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

Value 53/100 Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

No value score Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

No value score Perplexity + Browserbase Documented · 57/100 No activity signal

Firecrawl

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

Value 59/100 Stale · 55/100 No activity signal

Cheapest normalized surfaces

Lowest visible reference pricing right now, useful for budget-first browsing across protocols.

Firecrawl

Firecrawl

MCP Official registry

Web scraping, crawling, and structured data extraction for LLMs. Tempo-routed base: https://firecrawl.mpp.tempo.xyz. Canonical upstream: https://api.firecrawl.dev. Observed on MPPScan (7d): rank #10, 100 tx, $0.20 volume, 12 agents, seen 1h ago.

$0 Stale · 55/100 No activity signal

Merit Systems

StableSocial

MPP Official registry

Pay-per-request social media data from TikTok, Instagram, Facebook, and Reddit.

$0 Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

$0 Perplexity + Browserbase Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

$0 Perplexity + Browserbase Documented · 57/100 No activity signal

Web Scraping

Web Scraping

MPP Official registry

Scrape web pages with optional JavaScript rendering. Tempo-routed base: https://abstract-web-scraping.mpp.paywithlocus.com. Canonical upstream: https://www.abstractapi.com/api/web-scraping-api.

$0.006 / request Documented · 57/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

$0.01 / request Perplexity + Browserbase Stale · 45/100 No activity signal

Browserbase

Browserbase

MPP Official registry

Headless browser sessions, web search, and page fetching for AI agents.

$0.01 / request Perplexity + Browserbase Stale · 45/100 No activity signal

Merit Systems

StableSocial

MPP Official registry

Pay-per-request social media data from TikTok, Instagram, Facebook, and Reddit.

$0.06 Documented · 57/100 No activity signal

Observed market traction

Secondary activity signals are not canonical truth, but they are still useful for ranking and discovery queueing.

No cross-market activity signal available yet.