Protocol snapshots

Each row combines freshness, 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 8
Rate limited 0
Access unknown 0

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

MCP Registry

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

MCP · Official registry Degraded · 42/100 No activity signal

Public well-known leaders

No public well-known leaders match this lens yet.

Curated directory leaders

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

MCP · Curated directory Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

MCP · Curated directory Degraded · 35/100 No activity signal

Remote MCP Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

MCP · Curated directory Degraded · 35/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

MCP · Curated directory Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Sentry

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

MCP · Curated directory Degraded · 35/100 No activity signal

Remote MCP Servers

Skybridge

MCP Curated directory

Test server

MCP · Curated directory Degraded · 35/100 No activity signal

Remote MCP

Stytch

MCP Curated directory

Stytch - Authentication service

MCP · Curated directory Degraded · 35/100 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

Official MCP Registry

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

1 endpoints 0 fresh · 0 verified Value 52/100

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

1 endpoints 0 fresh · 0 verified Value 46/100

Remote MCP

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

2 endpoints 0 fresh · 0 verified Dynamic pricing

Remote MCP Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

2 endpoints 0 fresh · 0 verified Auth / pricing not declared

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

2 endpoints 0 fresh · 0 verified Value 46/100

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

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

MCP · Broken runtime Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

MCP · Broken runtime Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Sentry

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP Servers

Skybridge

MCP Curated directory

Test server

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP

Stytch

MCP Curated directory

Stytch - Authentication service

MCP · Broken runtime Degraded · 35/100 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.

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

MCP · Broken runtime Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

MCP · Broken runtime Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Sentry

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP Servers

Skybridge

MCP Curated directory

Test server

MCP · Broken runtime Degraded · 35/100 No activity signal

Remote MCP

Stytch

MCP Curated directory

Stytch - Authentication service

MCP · Broken runtime Degraded · 35/100 No activity signal

Proven by protocol

MCP

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

7 endpoints 0 fresh · 0 verified Value 46/100

Proven by source quality

Curated directory

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

7 endpoints 0 fresh · 0 verified Value 46/100

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 8
official 1 well-known 0 curated 7 docs/watchlist 0 smithery 0 pulse 0 remote 2 remote api 2

Remote MCP Servers

Skybridge

MCP Curated directory

Test server

Added Mar 20 · MCP Degraded · 35/100 No activity signal

Remote MCP Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

Added Mar 20 · MCP Degraded · 35/100 No activity signal

Remote MCP

Stytch

MCP Curated directory

Stytch - Authentication service

Added Mar 20 · MCP Degraded · 35/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

Added Mar 20 · MCP Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

Added Mar 20 · MCP Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Sentry

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

Added Mar 20 · MCP Degraded · 35/100 No activity signal

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

Added Mar 20 · MCP Degraded · 35/100 No activity signal

MCP Registry

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

Added Mar 19 · MCP Degraded · 42/100 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

MCP Registry

Bezal — Local Business Intelligence for AI Agents

+22 pts

Search 7,000+ local service businesses across America by category, location, or keyword.

20 -> 42 health Mar 19 to Mar 20 MCP · Broken runtime

Remote MCP Servers

Agent Directory

+15 pts

AI agent directory — search and compare 120+ agents across 12 categories.

20 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Remote MCP Servers

Skybridge

+15 pts

Test server

20 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Docker MCP Registry

DeepWiki

+15 pts

Tools for fetching and asking questions about GitHub repositories.

20 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Slipping

Awesome Remote MCP Servers

Semgrep

-33 pts

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

68 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Remote MCP

Stytch

-33 pts

Stytch - Authentication service

68 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Remote MCP

CustomGPT.ai

-33 pts

CustomGPT.ai - RAG-as-a-service service

68 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Awesome Remote MCP Servers

Sentry

-33 pts

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

68 -> 35 health Mar 20 to Mar 21 MCP · Broken runtime

Risers by protocol

MCP

Bezal — Local Business Intelligence for AI Agents

+22 pts

Search 7,000+ local service businesses across America by category, location, or keyword.

20 -> 42 health MCP · Official registry Broken runtime

Slipping by protocol

MCP

Semgrep

-33 pts

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

68 -> 35 health MCP · Curated directory Broken runtime

Risers by source confidence

Single-source

Bezal — Local Business Intelligence for AI Agents

+22 pts

Search 7,000+ local service businesses across America by category, location, or keyword.

20 -> 42 health MCP · Official registry Broken runtime

Slipping by source confidence

Single-source

Semgrep

-33 pts

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

68 -> 35 health MCP · Curated directory Broken runtime

Risers by source quality

Official registry

Bezal — Local Business Intelligence for AI Agents

+22 pts

Search 7,000+ local service businesses across America by category, location, or keyword.

20 -> 42 health MCP · Official registry Broken runtime

Curated directory

Agent Directory

+15 pts

AI agent directory — search and compare 120+ agents across 12 categories.

20 -> 35 health MCP · Curated directory Broken runtime

Slipping by source quality

Curated directory

Semgrep

-33 pts

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

68 -> 35 health MCP · Curated directory Broken runtime

Risers by registry source

Official MCP Registry

Bezal — Local Business Intelligence for AI Agents

+22 pts

Search 7,000+ local service businesses across America by category, location, or keyword.

20 -> 42 health MCP · Official registry Broken runtime

Docker MCP Registry

DeepWiki

+15 pts

Tools for fetching and asking questions about GitHub repositories.

20 -> 35 health MCP · Curated directory Broken runtime

Remote MCP Servers

Agent Directory

+15 pts

AI agent directory — search and compare 120+ agents across 12 categories.

20 -> 35 health MCP · Curated directory Broken runtime

Slipping by registry source

Remote MCP

Stytch

-33 pts

Stytch - Authentication service

68 -> 35 health MCP · Curated directory Broken runtime

Awesome Remote MCP Servers

Semgrep

-33 pts

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

68 -> 35 health MCP · Curated directory Broken runtime

Protocol leaderboards

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

MCP

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

8 endpoints 0 fresh · 0 verified Value 52/100

Category leaderboards

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

Remote Mcp Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

2 endpoints 0 fresh · 0 verified Auth / pricing not declared

Remote Mcp

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

2 endpoints 0 fresh · 0 verified Dynamic pricing

AI

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

1 endpoints 0 fresh · 0 verified Value 52/100

Knowledge

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

1 endpoints 0 fresh · 0 verified Value 46/100

Software Development

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

1 endpoints 0 fresh · 0 verified Value 46/100

Unknown

Sentry

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

1 endpoints 0 fresh · 0 verified Auth / pricing not declared

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.

MCP Registry

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

Value 52/100 Degraded · 42/100 No activity signal

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

Value 46/100 Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

Value 46/100 Degraded · 35/100 No activity signal

Remote MCP Servers

Agent Directory

MCP Curated directory

AI agent directory — search and compare 120+ agents across 12 categories.

No value score Degraded · 35/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

CustomGPT.ai - RAG-as-a-service service

No value score Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Sentry

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

No value score Degraded · 35/100 No activity signal

Remote MCP Servers

Skybridge

MCP Curated directory

Test server

No value score Degraded · 35/100 No activity signal

Remote MCP

Stytch

MCP Curated directory

Stytch - Authentication service

No value score Degraded · 35/100 No activity signal

Cheapest normalized surfaces

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

MCP Registry

Bezal — Local Business Intelligence for AI Agents

MCP Official registry

Search 7,000+ local service businesses across America by category, location, or keyword.

$0 Degraded · 42/100 No activity signal

Docker MCP Registry

DeepWiki

MCP Curated directory

Tools for fetching and asking questions about GitHub repositories.

$0 Degraded · 35/100 No activity signal

Awesome Remote MCP Servers

Semgrep

MCP Curated directory

Software Development remote MCP server imported from the Awesome Remote MCP Servers list.

$0 Degraded · 35/100 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.