The tools agents can call
150,674 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 listings58,141Collected from seven directories, before grouping
- Listed in two or more32,91722% of unique servers
- Remote MCP servers26,457With a public endpoint an agent can call
- Changes, last 30 days48,210Typed diffs between observations
ToolBench FLumino MCP Server
geored
AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools
Listed on MCP RegistryGlama+2 moreWick
wickproject
Browser-grade web access for AI agents. Fetches any webpage, returns clean markdown.
Listed on MCP RegistryGlama+2 more
aicoreutils
caseshy
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.
Listed on MCP RegistryGlama+2 more
ToolBench C+1 groupedVulnFeed
novadyne-hq
Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.
Listed on MCP RegistryGlama+2 more
Opportunity MCP
revolutionarybukhari
Search youth opportunities (scholarships, fellowships, internships) from any AI assistant.
Listed on MCP RegistryGlama+2 more
ToolBench Cattestd-mcp
attestd-io
CVE checks, supply chain signals, live catalog, and CVE detail for MCP clients (infra, PyPI, npm).
Listed on MCP RegistryGlama+2 more
Scientific Thinking (Adaptive Graph of Thoughts)
saptadey
Enable advanced scientific reasoning by leveraging graph structures and dynamic confidence scoring to process complex queries. Connect to external databases for real-time evidence gathering and integrate seamlessly with AI clients via the Model Context Protocol. Deploy easily with Docker and benefit from a modular, high-performance Python and FastAPI-based framework.
Listed on SmitheryGlama+2 more
ToolBench Fcontext-mem
jubakitiashvili
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools
Listed on MCP RegistryGlama+2 moreGemSuite
pv-bhat
Leverage the power of Gemini API for intelligent model selection and advanced file handling. Optimize your AI operations with seamless integration and efficient processing across various file types. Enhance your productivity by utilizing the right tools for your specific tasks effortlessly.
Listed on SmitheryGlama+2 more
ToolBench Fsearxng-mcp
aicrafted
MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol
Listed on MCP RegistryGlama+2 more
ToolBench Dmcp-server-tempmail
selenium39
MCP server for temporary email management using ChatTempMail API
Listed on MCP RegistryGlama+2 moreHint-Services-obsidian-github-mcp
hint-services
No description in the directory listings.
Listed on MCP RegistryGlama+2 more
universalbench
nikhilgogulwar
Run code, query databases, call any LLM, and commit to GitHub from your AI, safely. Free tier.
Listed on MCP RegistryGlama+2 more
ToolBench Dcodeweave
semihkayan
Save tokens while coding — your AI agent gets structured code context, not file dumps.
Listed on MCP RegistryGlama+2 morepipeworx-catalog
pipeworx-io
No description in the directory listings.
Listed on MCP RegistryGlama+2 moremcp-property-valuation-server
creis-ai
MCP服务器，提供房产小区评级和评估功能
Listed on MCP RegistryGlama+2 moreMisterSandFR-supabase-mcp-selfhosted
mistersandfr
No description in the directory listings.
Listed on MCP RegistrySmithery+2 moremedia-mcp
avclabs
MCP Server for video enhancement and image segmentation (SAM3)
Listed on MCP RegistryGlama+2 more
mcp-2slides
2slides
2Slides is a modern AI-driven presentation generation agent. It automatically generates professional slide presentations based on user input (raw text or content intention), supporting multiple template types and themes.
Listed on SmitheryGlama+2 more
ToolBench Csigrok MCP Server
kenosinc
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.
Listed on MCP RegistryGlama+2 morechile-invoice-mcp
wishpool
No description in the directory listings.
Listed on MCP RegistryGlama+2 more
ToolBench Bsshmcp
nikolanddtesla
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
Listed on MCP RegistryGlama+2 more- ToolBench D
writbase
writbase
MCP-native task management for AI agent fleets with scoped permissions and provenance.
Listed on MCP RegistryGlama+2 more Deep Research Server
pinkpixel-dev
Perform comprehensive web research by combining AI-powered search and deep content crawling to gather extensive, up-to-date information on any topic. Aggregate and structure research data into detailed JSON outputs optimized for generating high-quality markdown documentation with LLMs. Customize documentation prompts and output paths to fit your workflow and save research results securely.
Listed on SmitheryGlama+2 more
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. 32,917 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 | 321 | 5 | 583 | 288 |
Latest changes
RSS feed- Agent Data Tools Official MCP Registry MCP URL changed from "https://agent-data-tools.peterbellbring.workers.dev/mcp" to "https://agent-data-tools.revmesh2074.workers.dev/mcp" (registry)
Coverage
What the index resolves and probes- Brands resolved
- 25,077
- Brands on two or more hosts
- 5,631
- Held for review
- 14,013 listings
- Tools listed by probe
- 10,501 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.