The tools agents can call
153,217 unique MCP servers across ten major directories and registries, each with its sources and history.
Each server counts once, however many directories list it. Glama, PulseMCP and mcp.so listings arrive through MCP Toplist’s open dataset, used under CC BY 4.0. 14,013 listings from bulk publishers wait for review.
- Directory listings58,132Collected from seven directories, before grouping
- Listed in two or more33,04122% of unique servers
- Remote MCP servers26,449With a public endpoint an agent can call
- Changes, last 30 days48,195Typed diffs between observations
gateway
centralmind
No description in the directory listings.
Listed on Glamamcp.soPulseMCPydb-mcp
ydb-platform
No description in the directory listings.
Listed on Glamamcp.soPulseMCPida-mcp-server
mxiris-reverse-engineering
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-ssh
aiondadotcom
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
ToolBench FImmich Photo Manager
drolosoft
Photo management for self-hosted Immich: search, albums, duplicates, faces, PDF reports. 94 tools.
Listed on MCP RegistryGlama+1 moresvgmaker-mcp
genwavellc
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-odbc-server
openlinksoftware
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-openapi-schema-explorer
kadykov
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-server
quantconnect
No description in the directory listings.
Listed on Glamamcp.soPulseMCP- ToolBench C
x402-payment-safety
agenttanuki
Authorize x402 payments before signing with request-bound, signed safety decisions.
guild_x402_payment_safetyListed on MCP RegistryGlama+1 more 
ToolBench Caudrey
evilander
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
Listed on MCP RegistryGlama+1 moremcp-server-siri-shortcuts
dvcrn
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-server-simulator-ios-idb
inditextech
No description in the directory listings.
Listed on Glamamcp.soPulseMCPhardcover-mcp
kristianedlund
No description in the directory listings.
Listed on Glamamcp.soPulseMCPpuppeteer-mcp-server
merajmehrabi
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp_zoomeye
zoomeye-ai
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
ToolBench FWaggle-mcp
abhigyan-shekhar
Persistent graph-backed conversational memory for AI agents.
Listed on MCP RegistryGlama+1 moremcp-server-atlassian-bitbucket
aashari
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
MantisBT MCP Server
dpesch
MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search.
Listed on MCP RegistryGlama+1 morebinary_ninja_mcp
fosdickio
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp
baidu-maps
No description in the directory listings.
Listed on Glamamcp.soPulseMCPmcp-graphql
blurrah
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
visual-ui-debug-agent-mcp
samihalawa
VUDA - Visual UI Debug Agent Autonomous MCP Server for AI-Powered Visual UI Testing & Debugging VUDA (Visual UI Debug Agent) is an MCP (Model Context Protocol) server that empowers AI models to visually analyze, test, and debug web interfaces using Playwright. Any AI model, even without native vision, can inspect web pages, detect UI bugs, validate workflows, and measure performance automatically. --- Key Features Visual Analysis: Capture screenshots, map interactive elements, analyze page structure. Workflow Testing: Validate user journeys with step-by-step screenshots. Performance Monitoring: Measure load times, Core Web Vitals, and identify bottlenecks. API Testing: Validate backend endpoints and responses. Visual Comparison: Highlight UI changes between versions. Console Monitoring: Capture and log errors, warnings, and console output in real-time. --- Quick Start Install globally via npm: npm install -g visual-ui-debug-agent-mcp Or run directly: npx visual-ui-debug-agent-mcp Configure for Claude Desktop: { "mcpServers": { "vuda": { "command": "npx", "args": ["-y", "visual-ui-debug-agent-mcp"] } } } Supported Environments Node.js 18+ macOS, Linux, Windows --- Core Tools (Selection) Category Examples Visual Analysis enhanced_page_analyzer, screenshot_url, visual_comparison Workflow & Testing ui_workflow_validator, navigation_flow_validator, api_endpoint_tester Performance & Monitoring performance_analysis, console_monitor, sitemap_crawler Playwright Controls playwright_click, playwright_fill, playwright_screenshot Utility tunnel_helper, debug_memory --- Example Commands Screenshot: "Take a screenshot of https://example.com" Analyze Page: "Analyze the UI of https://myapp.com/dashboard" Test Login Flow: Navigate, fill credentials, submit, verify, and capture. Compare Versions: Highlight visual differences between two page states. Monitor Performance: Measure load times and identify bottlenecks. --- Why VUDA? Feature VUDA Advantage MCP Native Built for AI integration Comprehensive Toolset 30 specialized tools Works Without Vision Enables AI without native vision Autonomous Testing AI-driven, self-contained workflows Cross-Browser Support Playwright-powered Zero Config Works out of the box --- Contributing Fork the repo & create a branch. Commit and push your feature. Open a Pull Request. Licensed under ISC. Built with Playwright + Model Context Protocol by @samihalawa.
Listed on SmitheryGlamamcp.sofantasy-pl-mcp
rishijatia
No description in the directory listings.
Listed on Glamamcp.soPulseMCP
Where the servers are listed
Each directory is a shelf. See how many shelves each server sits on, how large each shelf is, and what moved this month.
UpdatedHow many shelves
Servers by the number of directories listing them78%of servers are listed in one directory only. 33,041 are listed in two or more.
Directories listing the server. Copies grouped under a server are not counted again.
The shelves
Unique servers listed in each directoryCollected by us Via MCP Toplist’s dataset
A server listed in several directories counts once in each. Pick a shelf to browse it.
What changed
Typed diffs between observations, last 30 days| Day | New listings | Left a directory | Tool changes | Listing details |
|---|---|---|---|---|
| 2 Oct | 265 | 4 | 0 | 140 |
| 3 Oct | 685 | 20 | 3212 | 969 |
| 4 Oct | 515 | 6 | 3272 | 445 |
| 5 Oct | 942 | 29 | 3959 | 626 |
| 6 Oct | 646 | 15 | 5940 | 1706 |
| 7 Oct | 737 | 22 | 5098 | 1736 |
| 8 Oct | 706 | 241 | 5021 | 865 |
| 9 Oct | 1667 | 17 | 5934 | 1573 |
| 10 Oct | 312 | 5 | 580 | 285 |
Latest changes
RSS feed- io.github.shagarwal/databazaar Official MCP Registry Repository changed from "https://github.com/shagarwal/agentdatamarketplace" to "https://github.com/shagarwal/databazaar-mcp" (registry)
- MapleStats MCP Official MCP Registry Website changed from "https://dsanchezp18.github.io/maplestats-mcp/" to "https://maplestats.danielstats.io/" (registry)
- prinfer Official MCP Registry Website changed from "https://github.com/clockblocker/prinfer#readme" to "https://clockblocker.github.io/prinfer/" (registry)
Coverage
What the index resolves and probes- Brands resolved
- 25,069
- Brands on two or more hosts
- 5,631
- Held for review
- 14,013 listings
- Tools listed by probe
- 10,499 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.