Cross-protocol market view
Search, compare, and read the market as one surface.
This view compresses the live catalog into protocol snapshots, current leaders, and market-wide tradeoffs across MPP, L402, x402, A2A, and MCP.
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.
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
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
MCP Registry
Clarid HMDA Validator
Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.
MCP Registry
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
MCP Registry
AppDeploy
AppDeploy turns app ideas described in AI chat into live full-stack web applications
MCP Registry
ai.anzenna/anzenna
MCP server for Anzenna
MCP Registry
Alpic
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
Public well-known leaders
Curated directory leaders
Docs/watchlist tracked
Protected MCP leaders
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
MCP Registry
Clarid HMDA Validator
Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.
MCP Registry
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
MCP Registry
AppDeploy
AppDeploy turns app ideas described in AI chat into live full-stack web applications
MCP Registry
ai.anzenna/anzenna
MCP server for Anzenna
MCP Registry
Alpic
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
Registry-source leaders
Official MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
Smithery
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
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.
Official MCP Registry
27 visible right now
This source currently reports live visibility and proof counts without an import-time gate snapshot.
Docker MCP Registry
20 accepted / 59 raw
This source is gated at 10 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
ToolHive Registry
9 accepted / 27 raw
This source is gated at 10 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
Smithery
80 accepted / 80 raw
This source is gated at 10 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
PulseMCP
38 accepted / 38 raw
This source is gated at 10 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
Remote MCP
109 accepted / 109 raw
This source is gated at 10 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
Remote MCP Servers
100 accepted / 100 raw
This source is gated at 12 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
Awesome Remote MCP Servers
87 accepted / 90 raw
This source is gated at 8 metadata/corroboration points before new rows are admitted, then re-checked against the live read gate.
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
Single-source but proven
MCP Registry
ai.exa/exa
Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
MCP Registry
HAPI Strava MCP Server
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.
MCP Registry
MCP Registry Server
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
MCP Registry
Petstore MCP Server
Swagger Petstore API (v1.0.27) as MCP for testing and prototyping powered by the HAPI MCP server
MCP Registry
LinkedIn MCP Server
LinkedIn API as MCP tools to retrieve profile data and publish content. Powered by HAPI MCP.
MCP Registry
Lenny Rachitsky Podcast Transcripts MCP Server
MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.
MCP Registry
aTars MCP
Crypto market signals, technical indicators, and sentiment analysis for AI agents.
MCP Registry
DataMerge MCP
B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.
Newly corroborated
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
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.
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai
MCP Registry
ai.exa/exa
Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
MCP Registry
HAPI Strava MCP Server
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.
MCP Registry
MCP Registry Server
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
MCP Registry
Petstore MCP Server
Swagger Petstore API (v1.0.27) as MCP for testing and prototyping powered by the HAPI MCP server
MCP Registry
LinkedIn MCP Server
LinkedIn API as MCP tools to retrieve profile data and publish content. Powered by HAPI MCP.
MCP Registry
Lenny Rachitsky Podcast Transcripts MCP Server
MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.
Proven by protocol
MPP
Exa
AI-powered web search, content retrieval, and answers.
x402
x402engine Gateway
Published x402 gateway with a machine-readable catalog of paid endpoints for AI, crypto, and utility workloads.
MCP
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
Proven by source quality
Telemetry-backed leaders
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Official + corroborated
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
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.
Browserbase
openlegi
Serveur MCP pour les sources juridiques suivantes : - Legifrance - Judilibre - Registre National des Entreprises (RNE) - BODACC - BOAMP ...
Browserbase
鸣潮 MCP Server
一个提供查询鸣潮角色信息、配队、声骸、背景故事及攻略的MCP server 数据来自库街区
Browserbase
Malaysia Transit MCP
A Model Context Protocol server that taps access to real-time bus and train information across 12 Malaysian cities. Get live arrivals, vehicle tracking, and route details from Rapid KL, Rapid Penang, and various BAS.MY services across Malaysia. Currently covering the following areas: - Kangar - Alor Setar - Penang - Klang Valley (Kuala Lumpur, Selangor, Putrajaya) - Melaka - Johor Bahru - Kota Bharu - Kuala Terengganu - Kuching - Ipoh - Seremban More areas to be covered soon! Note: this is NOT an official MCP server by the Government of Malaysia or anyone from Prasarana Malaysia, Ministry of Transport (MOT), Agensi Pengangkutan Awam Darat (APAD), KTM Berhad, or operators involved in BAS.MY operations.
Browserbase
Perplexity
Accesses the web to provide detailed, contextually relevant search results with accurate citations. Delivers real-time information and deep insights by querying advanced language models. Streamlines research tasks by synthesizing data from multiple online sources into concise answers.
Browserbase
KMB Bus
Access real-time bus arrival information and comprehensive route details for Hong Kong's KMB and Long Win Bus services. Query bus routes, stops, and estimated arrival times effortlessly to enhance user experience. Utilize bilingual support for both English and Traditional Chinese to cater to a wider audience.
Browserbase
Vibe Marketing MCP (HyperFeed.ai)
An MCP server designed for AI-powered marketing and social media content creation. This service provides tools, templates, and frameworks to help create engaging content across top social media platforms.
Browserbase
rfc-server
Search and fetch RFCs by keyword or number. Jump directly to specific sections for precise citations. Speed up standards research and technical writing.
Browserbase
AgentIndex
Discovery platform for AI agents. Find any AI agent by capability — search 20,000+ indexed agents across GitHub, npm, MCP, and HuggingFace.
Browserbase
MTG Chinese Card Database - 大学院废墟(sbwsz.com)
Provide seamless access to Magic: The Gathering Chinese card data through a set of powerful query tools. Search cards by complex criteria, retrieve card sets, and get detailed card information to enhance your applications or workflows. Easily integrate via stdio or Streamable HTTP modes for flexible usage.
Browserbase
AgentHC Market Intelligence
Access comprehensive market intelligence across stocks, crypto, macro, and fixed income to make data-driven investment decisions. Track real-time sentiment, institutional positioning, and cross-asset correlations to identify emerging market trends. Navigate complex financial landscapes with specialized insights into Federal Reserve policy, market regimes, and risk detection.
Browserbase
Kyrgyz News
Access the latest news and trending stories from Kyrgyzstan. Search for specific topics using natural language and follow developing stories across multiple sources through trending clusters. Get comprehensive article summaries and related content to stay informed on local events.
Browserbase
Financial Modeling Prep
Access comprehensive market data to research stocks, companies, indexes, ETFs, crypto, forex, and macroeconomics. Retrieve real-time quotes, financial statements, ratios, technical indicators, news, SEC filings, earnings, and calendars to power analyses and reports. Load only the data categories you need for faster, streamlined workflows.
Proof landed this week
Newly verified public runtimes and newly confirmed protected-but-live surfaces in the last 7 days.
Newly verified
Newly verified by protocol
Newly verified by source confidence
Newly verified by source quality
Newly verified by registry source
Newly protected but live
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
MCP Registry
Clarid HMDA Validator
Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.
MCP Registry
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
MCP Registry
AppDeploy
AppDeploy turns app ideas described in AI chat into live full-stack web applications
MCP Registry
ai.anzenna/anzenna
MCP server for Anzenna
MCP Registry
Alpic
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
MCP Registry
agency.lona/trading
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
Browserbase
Ticktick
TickTick is a cross-platform task management and to-do list application designed to help users organize their tasks and schedules efficiently.
Browserbase
Youtube
YouTube is a video-sharing platform with user-generated content, live streaming, and monetization opportunities, widely used for marketing, education, and entertainment
Browserbase
Blockscout MCP Server
Provide AI agents and automation tools with contextual access to blockchain data including balances, tokens, NFTs, and contract metadata. Enable multi-chain support and deliver enhanced user experience with progress notifications for long-running queries. Facilitate seamless integration with AI hosts like Claude Desktop for blockchain data analysis.
Newly protected by protocol
Newly protected by source confidence
Single-source
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
Newly corroborated
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Newly protected by source quality
Newly protected by registry source
Official MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
Smithery
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Biggest movers
Largest endpoint health-score changes over the last 7 days, useful for spotting fast-rising surfaces and sudden slippage.
Risers
MCP Registry
Clarid HMDA Validator
Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.
MCP Registry
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
Slipping
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Parallel
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
Risers by protocol
Slipping by protocol
Risers by source confidence
Slipping by source confidence
Single-source
Parallel
Web search, extraction, async task execution, and machine-readable API discovery over MPP/Tempo.
Newly corroborated
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Risers by source quality
Slipping by source quality
Risers by registry source
Protocol leaderboards
One current leader per protocol so cross-ecosystem winners are easier to scan.
MPP
Exa
AI-powered web search, content retrieval, and answers.
x402
x402engine Gateway
Published x402 gateway with a machine-readable catalog of paid endpoints for AI, crypto, and utility workloads.
MCP
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
Category leaderboards
Topic leaders derived from declared service tags, useful for moving between search, browser, media, and tooling clusters quickly.
Smithery
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
AI
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
Search
Exa
AI-powered web search, content retrieval, and answers.
Browser
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Image
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
Api Key
DataMerge MCP
B2B data enrichment for 375M+ companies: legal entities, corporate hierarchies, and contacts.
Agency
agency.lona/trading
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
Rpc
Tempo RPC
Tempo blockchain JSON-RPC access (mainnet and testnet).
Public runtime leaders
Best currently executable public surfaces in this lens, weighted by runtime proof first.
Protected but live
Reachable surfaces that currently require credentials. This is especially useful for MCP and A2A hosts.
Browserbase
Browserbase
Headless browser sessions, web search, and page fetching for AI agents.
Browserbase
GitHub
GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features
MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
MCP Registry
Clarid HMDA Validator
Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.
MCP Registry
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
MCP Registry
AppDeploy
AppDeploy turns app ideas described in AI chat into live full-stack web applications
MCP Registry
ai.anzenna/anzenna
MCP server for Anzenna
MCP Registry
Alpic
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
Payment-challenged runtimes
Live surfaces that exposed a payable challenge instead of allowing free execution.
Exa
Exa
AI-powered web search, content retrieval, and answers.
Exa
Exa
AI-powered web search, content retrieval, and answers.
Exa
Exa
AI-powered web search, content retrieval, and answers.
Exa
Exa
AI-powered web search, content retrieval, and answers.
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
Top market leaders
Best overall blends of price, health, docs quality, and verification across the current lens.
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai
MCP Registry
ai.exa/exa
Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
MCP Registry
HAPI Strava MCP Server
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.
MCP Registry
MCP Registry Server
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
MCP Registry
Petstore MCP Server
Swagger Petstore API (v1.0.27) as MCP for testing and prototyping powered by the HAPI MCP server
MCP Registry
LinkedIn MCP Server
LinkedIn API as MCP tools to retrieve profile data and publish content. Powered by HAPI MCP.
MCP Registry
Lenny Rachitsky Podcast Transcripts MCP Server
MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.
Cheapest normalized surfaces
Lowest visible reference pricing right now, useful for budget-first browsing across protocols.
MCP Registry
Cookiy
AI user research via study creation, interviews, recruitment, and reports.
MCP Registry
Clarid HMDA Validator
Validate HMDA LAR files against CFPB edit checks for community banks and credit unions.
MCP Registry
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
MCP Registry
AppDeploy
AppDeploy turns app ideas described in AI chat into live full-stack web applications
MCP Registry
ai.anzenna/anzenna
MCP server for Anzenna
MCP Registry
Alpic
Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic
MCP Registry
agency.lona/trading
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
MCP Registry
AutEng MCP - Markdown Publishing & Document Share Links
Publish markdown documents as public share links with mermaid diagrams. Built by AutEng.ai
Observed market traction
Secondary activity signals are not canonical truth, but they are still useful for ranking and discovery queueing.
Exa
Exa
AI-powered web search, content retrieval, and answers.
Exa
Exa
AI-powered web search, content retrieval, and answers.
Exa
Exa
AI-powered web search, content retrieval, and answers.
Exa
Exa
AI-powered web search, content retrieval, and answers.
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).
fal.ai
fal.ai
Image, video, and audio generation with 600+ models (Flux, SD, Recraft, Grok).