Protocol snapshots

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

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 0
Protected but live 0
Broken runtime 0
Rate limited 0
Access unknown 6

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

No official-registry-backed leaders match this lens yet.

Public well-known leaders

No public well-known leaders match this lens yet.

Curated directory leaders

api.filegraph.ai

ai.filegraph/document-processing

MCP Curated directory

Extract text from documents, manipulate PDFs, and perform OCR via FileGraph API.

MCP · Curated directory Documented · 68/100 No activity signal

mcp.fiber.ai

ai.fiber/mcp

MCP Curated directory

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

MCP · Curated directory Documented · 68/100 No activity signal

mcp-github-registry.explorium.ai

ai.explorium/mcp-explorium

MCP Curated directory

Access live company and contact data from Explorium's AgentSource B2B platform.

MCP · Curated directory Documented · 68/100 No activity signal

mcp.fiber.ai

ai.fiber/mcp

MCP Curated directory

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

MCP · Curated directory Documented · 68/100 No activity signal

mcp-github-registry.explorium.ai

ai.explorium/mcp-explorium

MCP Curated directory

Access live company and contact data from Explorium's AgentSource B2B platform.

MCP · Curated directory Documented · 68/100 No activity signal

api.agentrapay.ai

ai.agentrapay/agentra

MCP Curated directory

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

MCP · Curated directory Documented · 68/100 No activity signal

Docs/watchlist tracked

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

Protected MCP leaders

No protected MCP leaders match this lens yet.

Registry-source leaders

No registry-source leaders match this lens yet.

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.

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

No corroborated leaders match this lens yet.

Single-source but proven

No strong single-source leaders match this lens yet.

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.

No verified leaders match this lens yet.

Proven by protocol

No protocol-specific proven leaders match this lens yet.

Proven by source quality

No source-quality proven leaders match this lens yet.

Telemetry-backed leaders

No telemetry-backed leaders match this lens yet.

Official + corroborated

No official corroborated leaders match this lens yet.

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.

MCP 6
official 0 well-known 0 curated 6 docs/watchlist 0 smithery 0 pulse 0 remote 0 remote api 0

api.filegraph.ai

ai.filegraph/document-processing

MCP Curated directory

Extract text from documents, manipulate PDFs, and perform OCR via FileGraph API.

Added Mar 24 · MCP Documented · 68/100 No activity signal

mcp.fiber.ai

ai.fiber/mcp

MCP Curated directory

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

Added Mar 24 · MCP Documented · 68/100 No activity signal

mcp.fiber.ai

ai.fiber/mcp

MCP Curated directory

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

Added Mar 24 · MCP Documented · 68/100 No activity signal

mcp-github-registry.explorium.ai

ai.explorium/mcp-explorium

MCP Curated directory

Access live company and contact data from Explorium's AgentSource B2B platform.

Added Mar 24 · MCP Documented · 68/100 No activity signal

mcp-github-registry.explorium.ai

ai.explorium/mcp-explorium

MCP Curated directory

Access live company and contact data from Explorium's AgentSource B2B platform.

Added Mar 24 · MCP Documented · 68/100 No activity signal

api.agentrapay.ai

ai.agentrapay/agentra

MCP Curated directory

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

Added Mar 24 · MCP Documented · 68/100 No activity signal

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.

MCP

ai.filegraph/document-processing

MCP Curated directory

Extract text from documents, manipulate PDFs, and perform OCR via FileGraph API.

6 endpoints 0 fresh proof · 0 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.

Official Registry

ai.filegraph/document-processing

MCP Curated directory

Extract text from documents, manipulate PDFs, and perform OCR via FileGraph API.

6 endpoints 0 fresh proof · 0 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.

No auth-gated runtimes match this lens yet.

Payment-challenged runtimes

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

No payment-challenged runtimes match this lens yet.

Top market leaders

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

api.filegraph.ai

ai.filegraph/document-processing

MCP Curated directory

Extract text from documents, manipulate PDFs, and perform OCR via FileGraph API.

No value score Documented · 68/100 No activity signal

mcp.fiber.ai

ai.fiber/mcp

MCP Curated directory

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

No value score Documented · 68/100 No activity signal

mcp-github-registry.explorium.ai

ai.explorium/mcp-explorium

MCP Curated directory

Access live company and contact data from Explorium's AgentSource B2B platform.

No value score Documented · 68/100 No activity signal

mcp.fiber.ai

ai.fiber/mcp

MCP Curated directory

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

No value score Documented · 68/100 No activity signal

mcp-github-registry.explorium.ai

ai.explorium/mcp-explorium

MCP Curated directory

Access live company and contact data from Explorium's AgentSource B2B platform.

No value score Documented · 68/100 No activity signal

api.agentrapay.ai

ai.agentrapay/agentra

MCP Curated directory

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

No value score Documented · 68/100 No activity signal

Cheapest normalized surfaces

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

No normalized prices available yet.

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.