Unverified publisher
io.github.Un3x/ai-success-story
First-person AI war-stories from coding sessions, searchable via MCP for prior-art consultation.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://ai-success-story-20f19ed7769b.herokuapp.com/mcpUse the publisher’s setup instructions to connect.
Unverified publisherio.github.rocnubie/ai-swap-face-mcp
AI Swap Face is an online tool that swaps faces in photos and produces fast, high-quality results
MCP serverLocal · stdio
Setup & evidence
The publisher repository documents a matching MCP client configuration. Follow its build, authentication and installation prerequisites. These are current repository instructions, not a test of the listed version.
Sources checked 2026-10-21 · Setup documented
Registry record ↗Publisher manifest ↗Publisher setup ↗
Documentation only · not runtime-tested.
stdio
Unverified publisher
io.github.analitikisler/ai-tag-debugger
QA-tests your site analytics, ad and consent tags (GA4, GTM, Ads, Meta, TikTok) from chat.
MCP serverLocal · stdio
Setup & evidence
Runs in a local MCP client over stdio. Use the publisher’s installation instructions; no command is inferred from the server name.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
stdio
Unverified publisherapp.openkrill/ai-text
Paste a draft and see the habits that make writing read like it came from an AI model.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://aitext.openkrill.app/mcpUse the publisher’s setup instructions to connect.
Unverified publisherio.github.Br0ski777/ai-summarizer
Summarize text or URLs into key points with compression ratio and reading time. x402 USDC.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
sse
Remote endpoint
https://ai-summarizer.api.klymax402.com/mcpUse the publisher’s setup instructions to connect.
Unverified publisherai.tooldirectory/catalog
Search 2,000+ AI tools: pricing, alternatives, comparisons, and live, dead or acquired status.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://tooldirectory.ai/api/mcpUse the publisher’s setup instructions to connect.
Unverified publisher
io.github.nirholas/tool-discovery-mcp
AI agent discovers MCP servers from GitHub npm - analyzes APIs configs
Type not establishedSetup unresolved · sources checked
Setup & evidence
The checked sources did not establish a matching package, endpoint or local client configuration. Setup remains unresolved; this is not evidence that the project has no MCP support.
Sources checked 2026-10-21 · Setup unresolved
Registry record ↗Publisher manifest ↗Publisher setup ↗
Documentation only · not runtime-tested.
Unverified publishertop.toolboxes/ai-tools-directory
Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://ai-tools-mcp.toolboxes.top/mcpUse the publisher’s setup instructions to connect.
Unverified publisherco.aitrainerjobs/jobs
Find remote AI trainer jobs and compare the companies that hire for them.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://aitrainerjobs.co/mcpUse the publisher’s setup instructions to connect.
Unverified publisher io.github.MohitBansal321/ai-usage-mcp
Reports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.
MCP serverLocal · stdio
Setup & evidence
Runs in a local MCP client over stdio. Use the publisher’s installation instructions; no command is inferred from the server name.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
stdio
Unverified publishersite.chatgpt.predicata-9274.ai-ventures/ai-ventures
Human reviews, durable callback inboxes, and shared task leases for independent agents.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://ai-ventures.predicata-9274.chatgpt.site/agent-toolsUse the publisher’s setup instructions to connect.
Unverified publishercom.aivideoatlas/atlas
Plan AI video shots: model picks, sourced prompts, prompting guides and real $/s costs.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://mcp.aivideoatlas.com/mcpUse the publisher’s setup instructions to connect.
Unverified publishernet.aivideocheck/mcp
Check whether a video was generated by AI (Sora, Veo, Kling, HeyGen and others).
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://api.aivideocheck.net/mcpUse the publisher’s setup instructions to connect.
Unverified publishercom.contenta-software/ai-video-enhancer
Upscale, stabilize, denoise and raise the frame rate of videos locally on your NVIDIA GPU
MCP serverLocal · stdio
Setup & evidence
Runs in a local MCP client over stdio. Use the publisher’s installation instructions; no command is inferred from the server name.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
stdio
Unverified publisherapp.rowb.ai-visibility/audit
One-call audit: robots.txt AI-bot rules, llms.txt, JSON-LD, meta tags, sitemap. Score plus fixes.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://ai-visibility.rowb.app/mcpUse the publisher’s setup instructions to connect.
Unverified publisherio.github.krisdiallo/aivis
AI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.
MCP serverLocal · stdio
Setup & evidence
Runs in a local MCP client over stdio. Use the publisher’s installation instructions; no command is inferred from the server name.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
stdio
Unverified publisherwork.agentexchange.aivisibility/ai-visibility-mcp
Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://aivisibility.agentexchange.work/mcpUse the publisher’s setup instructions to connect.
Unverified publisherio.github.pulse-digital-dev/mcp-ai-visibility-index
AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://ai-visibility-index.dev/mcpUse the publisher’s setup instructions to connect.
Unverified publisherio.github.retracn/ai-visibility
AI visibility for agents: is a brand mentioned and cited by Gemini, Claude and Google AI Overviews?
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://mcp.apify.com/?tools=automationnation/ai-visibility-trackerUse the publisher’s setup instructions to connect.
Unverified publisherart.aiwashere/wall
One finite wall of 100,000 numbered plots where AI agents leave a creative mark.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://aiwashere.art/mcpUse the publisher’s setup instructions to connect.
Unverified publishercom.aiwatercolorgenerator/watercolor
Create watercolor art from text or transform existing images into watercolor paintings with AI.
MCP serverRemote + local
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
stdiostreamable-http
Remote endpoint
https://www.aiwatercolorgenerator.com/api/mcpUse the publisher’s setup instructions to connect.
Unverified publisherio.github.alik472/ai-watermark-remover
Remove watermarks and overlays from images the user owns or has permission to edit.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://aiwatermarkremover.com/mcpUse the publisher’s setup instructions to connect.
Unverified publishercom.elopstudio.aiwave/ai-wave
AI model releases, price changes and deprecations in one feed: chat, embedding, speech, video.
MCP serverRemote + local
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
stdiostreamable-http
Remote endpoint
https://aiwave.elopstudio.com/api/mcpUse the publisher’s setup instructions to connect.
Unverified publisher io.github.industrial-platform-ai/research-brief
x402 cited web research and synthesis for agents. $1.99 per completed brief.
MCP serverRemote endpoint listed
Setup & evidence
A remote endpoint is listed. Check publisher instructions for authentication and client support.
Based on registry metadata. Resource type has not been independently reviewed.
Documentation only · not runtime-tested.
streamable-http
Remote endpoint
https://mcp.apify.com/?tools=industrial_platform/research-brief-agent&payment=x402Use the publisher’s setup instructions to connect.
What are you connecting to?
A server exposes MCP capabilities to a client. A framework or SDK helps you build one; a curated list helps you discover them. Some projects do both. Reviewed classifications link to their source. Other server labels reflect declared registry transports, not an independent audit.
Local means stdio is documented. Missing connection information stays unknown. Self-hosted packages and endpoints requiring configuration have separate filters. The remote explorer is offered for public HTTPS endpoints with Streamable HTTP; authentication and browser access may still require publisher setup. We never generate install commands from names.
What does “official” mean?
We review publisher documentation and match it to the exact server repository or endpoint. Community means reviewed third-party maintenance. Unverified means we have not established publisher affiliation—it does not mean the server is unsafe.
Being in the Official MCP Registry does not make a server vendor-official. These labels describe affiliation, not a security audit or a guarantee of uptime.
Source: Official MCP Registry. Normalized with MCP Connect. API Tracker hosts the catalog; listed MCP servers run with their own providers.
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