Protocol snapshots

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

MCP 101
fresh 0 · verified 0
docs 101 · alerts 0
public 0 · auth 101
payment 0 · broken 0
avg health 65/100 · avg value 70/100

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 0
Protected but live 101
Broken runtime 0
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

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

Clarid HMDA Validator

MCP Official registry

Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

Cirra AI Salesforce Admin MCP Server

MCP Official registry

Comprehensive Salesforce administration and data management capabilities

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

AppDeploy

MCP Official registry

AppDeploy turns app ideas described in AI chat into live full-stack web applications

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

ai.anzenna/anzenna

MCP Official registry

MCP server for Anzenna

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

Alpic

MCP Official registry

Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

agency.lona/trading

MCP Official registry

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

MCP · Official registry Warning · 65/100 No activity signal

MCP Registry

AdAdvisor MCP Server

MCP Official registry

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.

MCP · Official registry Warning · 65/100 No activity signal

Public well-known leaders

No public well-known leaders match this lens yet.

Curated directory leaders

Remote MCP Servers

Mcp Flux Pro

MCP Curated directory

MCP server for Flux AI image generation

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Midjourney

MCP Curated directory

MCP server for Midjourney AI image generation and editing

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Luma

MCP Curated directory

MCP server for Luma Dream Machine AI video generation

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedream Pro

MCP Curated directory

MCP server for ByteDance Seedream AI image generation

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Nanobanana Pro

MCP Curated directory

MCP server for NanoBanana AI image generation and editing

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedance

MCP Curated directory

MCP server for ByteDance Seedance AI video generation

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Sora

MCP Curated directory

MCP server for OpenAI Sora AI video generation

MCP · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Suno

MCP Curated directory

MCP server for Suno AI music generation, lyrics, and covers

MCP · Curated directory Warning · 65/100 No activity signal

Docs/watchlist tracked

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

Protected MCP leaders

Remote MCP Servers

Mcp Flux Pro

MCP Curated directory

MCP server for Flux AI image generation

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Midjourney

MCP Curated directory

MCP server for Midjourney AI image generation and editing

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Luma

MCP Curated directory

MCP server for Luma Dream Machine AI video generation

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedream Pro

MCP Curated directory

MCP server for ByteDance Seedream AI image generation

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Nanobanana Pro

MCP Curated directory

MCP server for NanoBanana AI image generation and editing

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedance

MCP Curated directory

MCP server for ByteDance Seedance AI video generation

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Sora

MCP Curated directory

MCP server for OpenAI Sora AI video generation

Auth required · Curated directory Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Suno

MCP Curated directory

MCP server for Suno AI music generation, lyrics, and covers

Auth required · Curated directory Warning · 65/100 No activity signal

Registry-source leaders

Official MCP Registry

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

8 endpoints 0 fresh · 0 verified Value 70/100

ToolHive Registry

Semgrep (Remote)

MCP Curated directory

Official Semgrep MCP server for code security scanning and vulnerability detection

2 endpoints 0 fresh · 0 verified Value 70/100

Smithery

GitHub

MCP Curated directory

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

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

PulseMCP

Generect

MCP Curated directory

MCP (Model Context Protocol) Server. B2B lead generation platform with real-time contact discovery and validation

11 endpoints 0 fresh · 0 verified Value 70/100

Remote MCP

Zapier

MCP Curated directory

Zapier - Automation service

8 endpoints 0 fresh · 0 verified Dynamic pricing

Remote MCP Servers

Mcp Flux Pro

MCP Curated directory

MCP server for Flux AI image generation

47 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

No strong single-source leaders match this lens yet.

Newly corroborated

Smithery

GitHub

MCP Curated directory

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

2 aligned views · added Mar 20 2 sources aligned Warning · 65/100 No activity signal

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 101
official 8 well-known 0 curated 93 docs/watchlist 0 smithery 25 pulse 11 remote 8 remote api 47

Remote MCP Servers

Banksync

MCP Curated directory

Connect AI agents to bank accounts, transactions, balances, and investments.

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Pharaoh

MCP Curated directory

Codebase knowledge graph — architectural awareness for AI coding agents via MCP

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Bible Study

MCP Curated directory

Study the Bible in its original languages, trace themes across both testaments, and compare five tra

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Promptster

MCP Curated directory

Test and compare prompts across any AI provider. Bring your own keys.

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Todos

MCP Curated directory

Personal todo list that persists across sessions and MCP clients. Create, update, complete, reorder,

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Misarmail

MCP Curated directory

Full email marketing platform: inbox, campaigns, contacts, templates, and analytics via MCP.

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Suite

MCP Curated directory

8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, scheduler, files.

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Help

MCP Curated directory

Get accurate answers about mctx and MCP servers from live docs, not outdated training data. Look up

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Agentdm

MCP Curated directory

Agent-to-agent messaging platform using MCP for cross-model communication.

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Perception

MCP Curated directory

Real-time digital asset narrative intelligence from 1,000+ curated media sources.

Added Mar 21 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Docspace

MCP Curated directory

A room-based collaborative platform

Added Mar 20 · MCP Warning · 65/100 No activity signal

Remote MCP Servers

Adwhiz

MCP Curated directory

Google & Meta Ads management with 100+ tools. Audit, create, and optimize campaigns.

Added Mar 20 · MCP Warning · 65/100 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 101

Newly verified

No newly verified runtimes match this lens yet.

Newly verified by protocol

Newly verified by source confidence

Newly verified by source quality

Newly verified by registry source

Newly protected but live

Remote MCP Servers

Mcp Flux Pro

MCP Curated directory

MCP server for Flux AI image generation

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Midjourney

MCP Curated directory

MCP server for Midjourney AI image generation and editing

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Luma

MCP Curated directory

MCP server for Luma Dream Machine AI video generation

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedream Pro

MCP Curated directory

MCP server for ByteDance Seedream AI image generation

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Nanobanana Pro

MCP Curated directory

MCP server for NanoBanana AI image generation and editing

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedance

MCP Curated directory

MCP server for ByteDance Seedance AI video generation

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Sora

MCP Curated directory

MCP server for OpenAI Sora AI video generation

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Suno

MCP Curated directory

MCP server for Suno AI music generation, lyrics, and covers

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Veo

MCP Curated directory

MCP server for Google Veo AI video generation

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Serp

MCP Curated directory

MCP server for Google search results via SERP API

MCP · protected Mar 21 Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Shorturl

MCP Curated directory

MCP server for URL shortening and management

MCP · protected Mar 21 Warning · 65/100 No activity signal

MCP Registry

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

MCP · protected Mar 20 Warning · 65/100 No activity signal

Newly protected by protocol

MCP

Mcp Flux Pro

101 newly protected

MCP server for Flux AI image generation

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Newly protected by source confidence

Single-source

Mcp Flux Pro

100 newly protected

MCP server for Flux AI image generation

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Newly corroborated

GitHub

1 newly protected

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Newly protected by source quality

Official registry

Cookiy

8 newly protected

AI user research via study creation, interviews, recruitment, and reports.

MCP · Official registry Auth required Protected-but-live proof landed in the current window

Curated directory

Mcp Flux Pro

93 newly protected

MCP server for Flux AI image generation

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Newly protected by registry source

Official MCP Registry

Cookiy

8 newly protected

AI user research via study creation, interviews, recruitment, and reports.

MCP · Official registry Auth required Protected-but-live proof landed in the current window

ToolHive Registry

Semgrep (Remote)

2 newly protected

Official Semgrep MCP server for code security scanning and vulnerability detection

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Smithery

GitHub

25 newly protected

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

PulseMCP

Generect

11 newly protected

MCP (Model Context Protocol) Server. B2B lead generation platform with real-time contact discovery and validation

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Remote MCP

Zapier

8 newly protected

Zapier - Automation service

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Remote MCP Servers

Mcp Flux Pro

47 newly protected

MCP server for Flux AI image generation

MCP · Curated directory Auth required Protected-but-live proof landed in the current window

Biggest movers

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

Risers

MCP Registry

Cirra AI Salesforce Admin MCP Server

+45 pts

Comprehensive Salesforce administration and data management capabilities

20 -> 65 health Mar 19 to Mar 20 MCP · Auth required

MCP Registry

Clarid HMDA Validator

+45 pts

Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.

20 -> 65 health Mar 19 to Mar 20 MCP · Auth required

Slipping

Remote MCP Servers

Mcp Nanobanana Pro

-33 pts

MCP server for NanoBanana AI image generation and editing

98 -> 65 health Mar 20 to Mar 21 MCP · Auth required

Remote MCP Servers

Mcp Shorturl

-33 pts

MCP server for URL shortening and management

98 -> 65 health Mar 20 to Mar 21 MCP · Auth required

Remote MCP Servers

Mcp Seedance

-33 pts

MCP server for ByteDance Seedance AI video generation

98 -> 65 health Mar 20 to Mar 21 MCP · Auth required

Remote MCP Servers

Mcp Luma

-33 pts

MCP server for Luma Dream Machine AI video generation

98 -> 65 health Mar 20 to Mar 21 MCP · Auth required

Remote MCP Servers

Mcp Serp

-33 pts

MCP server for Google search results via SERP API

98 -> 65 health Mar 20 to Mar 21 MCP · Auth required

Remote MCP Servers

Mcp Veo

-33 pts

MCP server for Google Veo AI video generation

98 -> 65 health Mar 20 to Mar 21 MCP · Auth required

Risers by protocol

MCP

Cirra AI Salesforce Admin MCP Server

+45 pts

Comprehensive Salesforce administration and data management capabilities

20 -> 65 health MCP · Official registry Auth required

Slipping by protocol

MCP

Mcp Nanobanana Pro

-33 pts

MCP server for NanoBanana AI image generation and editing

98 -> 65 health MCP · Curated directory Auth required

Risers by source confidence

Single-source

Cirra AI Salesforce Admin MCP Server

+45 pts

Comprehensive Salesforce administration and data management capabilities

20 -> 65 health MCP · Official registry Auth required

Slipping by source confidence

Single-source

Mcp Nanobanana Pro

-33 pts

MCP server for NanoBanana AI image generation and editing

98 -> 65 health MCP · Curated directory Auth required

Risers by source quality

Official registry

Cirra AI Salesforce Admin MCP Server

+45 pts

Comprehensive Salesforce administration and data management capabilities

20 -> 65 health MCP · Official registry Auth required

Slipping by source quality

Curated directory

Mcp Nanobanana Pro

-33 pts

MCP server for NanoBanana AI image generation and editing

98 -> 65 health MCP · Curated directory Auth required

Risers by registry source

Official MCP Registry

Cirra AI Salesforce Admin MCP Server

+45 pts

Comprehensive Salesforce administration and data management capabilities

20 -> 65 health MCP · Official registry Auth required

Slipping by registry source

Remote MCP Servers

Mcp Nanobanana Pro

-33 pts

MCP server for NanoBanana AI image generation and editing

98 -> 65 health MCP · Curated directory Auth required

Protocol leaderboards

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

MCP

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

101 endpoints 0 fresh · 0 verified Value 70/100

Category leaderboards

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

Remote Mcp Servers

Banksync

MCP Curated directory

Connect AI agents to bank accounts, transactions, balances, and investments.

47 endpoints 0 fresh · 0 verified Dynamic pricing

Smithery

GitHub

MCP Curated directory

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

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

Pulsemcp

Generect

MCP Curated directory

MCP (Model Context Protocol) Server. B2B lead generation platform with real-time contact discovery and validation

11 endpoints 0 fresh · 0 verified Value 70/100

Remote Mcp

Zapier

MCP Curated directory

Zapier - Automation service

8 endpoints 0 fresh · 0 verified Dynamic pricing

AI

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

6 endpoints 0 fresh · 0 verified Value 70/100

Agency

agency.lona/trading

MCP Official registry

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

1 endpoints 0 fresh · 0 verified Value 70/100

Security

Semgrep (Remote)

MCP Curated directory

Official Semgrep MCP server for code security scanning and vulnerability detection

1 endpoints 0 fresh · 0 verified Value 70/100

Gitlab

GitLab (Remote)

MCP Curated directory

Official GitLab remote MCP for repositories, issues, merge requests, and more

1 endpoints 0 fresh · 0 verified Value 70/100

Api Key

AdAdvisor MCP Server

MCP Official registry

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.

1 endpoints 0 fresh · 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.

Remote MCP Servers

Mcp Flux Pro

MCP Curated directory

MCP server for Flux AI image generation

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Midjourney

MCP Curated directory

MCP server for Midjourney AI image generation and editing

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Luma

MCP Curated directory

MCP server for Luma Dream Machine AI video generation

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedream Pro

MCP Curated directory

MCP server for ByteDance Seedream AI image generation

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Nanobanana Pro

MCP Curated directory

MCP server for NanoBanana AI image generation and editing

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Seedance

MCP Curated directory

MCP server for ByteDance Seedance AI video generation

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Sora

MCP Curated directory

MCP server for OpenAI Sora AI video generation

MCP · Auth required Warning · 65/100 No activity signal

Remote MCP Servers

Mcp Suno

MCP Curated directory

MCP server for Suno AI music generation, lyrics, and covers

MCP · Auth required Warning · 65/100 No activity signal

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

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

Value 70/100 Warning · 65/100 No activity signal

MCP Registry

Clarid HMDA Validator

MCP Official registry

Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.

Value 70/100 Warning · 65/100 No activity signal

MCP Registry

Cirra AI Salesforce Admin MCP Server

MCP Official registry

Comprehensive Salesforce administration and data management capabilities

Value 70/100 Warning · 65/100 No activity signal

MCP Registry

AppDeploy

MCP Official registry

AppDeploy turns app ideas described in AI chat into live full-stack web applications

Value 70/100 Warning · 65/100 No activity signal

MCP Registry

ai.anzenna/anzenna

MCP Official registry

MCP server for Anzenna

Value 70/100 Warning · 65/100 No activity signal

MCP Registry

Alpic

MCP Official registry

Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic

Value 70/100 Warning · 65/100 No activity signal

MCP Registry

agency.lona/trading

MCP Official registry

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

Value 70/100 Warning · 65/100 No activity signal

ToolHive Registry

Semgrep (Remote)

MCP Curated directory

Official Semgrep MCP server for code security scanning and vulnerability detection

Value 70/100 Warning · 65/100 No activity signal

Cheapest normalized surfaces

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

MCP Registry

Cookiy

MCP Official registry

AI user research via study creation, interviews, recruitment, and reports.

$0 Warning · 65/100 No activity signal

MCP Registry

Clarid HMDA Validator

MCP Official registry

Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.

$0 Warning · 65/100 No activity signal

MCP Registry

Cirra AI Salesforce Admin MCP Server

MCP Official registry

Comprehensive Salesforce administration and data management capabilities

$0 Warning · 65/100 No activity signal

MCP Registry

AppDeploy

MCP Official registry

AppDeploy turns app ideas described in AI chat into live full-stack web applications

$0 Warning · 65/100 No activity signal

MCP Registry

ai.anzenna/anzenna

MCP Official registry

MCP server for Anzenna

$0 Warning · 65/100 No activity signal

MCP Registry

Alpic

MCP Official registry

Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic

$0 Warning · 65/100 No activity signal

MCP Registry

agency.lona/trading

MCP Official registry

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

$0 Warning · 65/100 No activity signal

ToolHive Registry

Semgrep (Remote)

MCP Curated directory

Official Semgrep MCP server for code security scanning and vulnerability detection

$0 Warning · 65/100 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.