Protocol snapshots

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

MCP 6
fresh 0 · verified 0
docs 6 · alerts 6
public 0 · auth 0
payment 0 · broken 6
avg health 25/100 · avg value n/a

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 6
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

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

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 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 · 20/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

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

MCP · Curated directory Degraded · 20/100 No activity signal

PulseMCP

Tencent Lexiang

MCP Curated directory

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

MCP · Curated directory Degraded · 20/100 No activity signal

PulseMCP

Ab Ovo

MCP Curated directory

MCP (Model Context Protocol) Server. Publishes content to permanent public web pages by sending emails via SMTP.

MCP · Curated directory Degraded · 20/100 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

PulseMCP

Tencent Lexiang

MCP Curated directory

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

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

Remote MCP

Stytch

MCP Curated directory

Stytch - Authentication service

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

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

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

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 Servers

Skybridge

MCP Curated directory

Test server

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.

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 Servers

Skybridge

MCP Curated directory

Test server

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

Proven by protocol

MCP

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

Proven by source quality

Curated directory

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

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 2 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 · 20/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

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

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

PulseMCP

Tencent Lexiang

MCP Curated directory

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

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

PulseMCP

Ab Ovo

MCP Curated directory

MCP (Model Context Protocol) Server. Publishes content to permanent public web pages by sending emails via SMTP.

Added Mar 20 · MCP Degraded · 20/100 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

Remote MCP Servers

Skybridge

+15 pts

Test server

20 -> 35 health Mar 20 to Mar 21 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

Slipping

Remote MCP

Stytch

-48 pts

Stytch - Authentication service

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

Remote MCP

CustomGPT.ai

-48 pts

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

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

PulseMCP

Tencent Lexiang

-48 pts

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

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

PulseMCP

Ab Ovo

-48 pts

MCP (Model Context Protocol) Server. Publishes content to permanent public web pages by sending emails via SMTP.

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

Risers by protocol

MCP

Skybridge

+15 pts

Test server

20 -> 35 health MCP · Curated directory Broken runtime

Slipping by protocol

MCP

Stytch

-48 pts

Stytch - Authentication service

68 -> 20 health MCP · Curated directory Broken runtime

Risers by source confidence

Single-source

Skybridge

+15 pts

Test server

20 -> 35 health MCP · Curated directory Broken runtime

Slipping by source confidence

Single-source

Stytch

-48 pts

Stytch - Authentication service

68 -> 20 health MCP · Curated directory Broken runtime

Risers by source quality

Curated directory

Skybridge

+15 pts

Test server

20 -> 35 health MCP · Curated directory Broken runtime

Slipping by source quality

Curated directory

Stytch

-48 pts

Stytch - Authentication service

68 -> 20 health MCP · Curated directory Broken runtime

Risers by registry source

Remote MCP Servers

Skybridge

+15 pts

Test server

20 -> 35 health MCP · Curated directory Broken runtime

Slipping by registry source

PulseMCP

Tencent Lexiang

-48 pts

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

68 -> 20 health MCP · Curated directory Broken runtime

Remote MCP

Stytch

-48 pts

Stytch - Authentication service

68 -> 20 health MCP · Curated directory Broken runtime

Protocol leaderboards

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

MCP

Agent Directory

MCP Curated directory

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

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

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

Stytch

MCP Curated directory

Stytch - Authentication service

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

Pulsemcp

Tencent Lexiang

MCP Curated directory

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

2 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.

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 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 · 20/100 No activity signal

Remote MCP

CustomGPT.ai

MCP Curated directory

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

No value score Degraded · 20/100 No activity signal

PulseMCP

Tencent Lexiang

MCP Curated directory

MCP (Model Context Protocol) Server. Integrates with Tencent Lexiang for searching knowledge bases, managing entries, and editing documents.

No value score Degraded · 20/100 No activity signal

PulseMCP

Ab Ovo

MCP Curated directory

MCP (Model Context Protocol) Server. Publishes content to permanent public web pages by sending emails via SMTP.

No value score Degraded · 20/100 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.