The tools agents can call
154,455 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. 14,308 listings from bulk publishers wait for review.
- Directory listings62,748Collected from seven directories, before grouping
- Listed in two or more33,70622% of unique servers
- Remote MCP servers28,441With a public endpoint an agent can call
- Changes, last 30 days83,175Typed diffs between observations
ToolBench CTranscriptor
samson-art
Video transcripts and metadata
Listed on ChatGPTMCP Registry+2 more
ToolBench Dcodescene-mcp-server
codescene
An MCP server that provides CodeScene Code Health analysis tools.
Listed on MCP RegistryGlama+2 more
ToolBench DIris
iris-eval
Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.
Listed on MCP RegistryGlama+2 more
QueryWeaver
falkordb
An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.
Listed on MCP RegistryGlama+2 more
ToolBench DSearch Console MCP
saurabhsharma2u
Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.
Listed on MCP RegistryGlama+2 more
ToolBench CNauro
nauro
Decision system for software built with AI
Listed on MCP RegistryGitHub+2 more
ToolBench FMCP ZAP Server
dtkmn
Safe, self-hosted ZAP operator for guided AI security scans and reports.
Listed on MCP RegistryGlama+2 more
ToolBench CDelimit — Keep the state. Change the model.
delimit-ai
Keep the state. Change the model. Shared context and a multi-model panel across coding assistants.
Listed on MCP RegistryGlama+2 more
ToolBench FChatSpatial
cafferychen777
Schema-enforced spatial transcriptomics analysis with 20 tools and 65 methods via MCP
Listed on MCP RegistryGlama+2 more
Solana MCP by Vybe
vybenetwork
Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.
execute-requestget-endpointlist-endpoints+2Listed on MCP RegistryGitHub+2 more
ToolBench B+1 groupedfast-mcp-telegram
leshchenko1979
Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API
edit_messagefind_chatsget_chat_info+5Listed on MCP RegistryGlama+2 more
ToolBench FHermoso
hermoso-ai
AI marketing agent and AI ad generator: 906 tools, usable alone. Ads on 12 platforms, posts on 11.
Listed on MCP RegistryGitHub+2 more
ToolBench Drunapi-mcp
runapi-builder
130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.
Listed on MCP RegistryGlama+2 more
Arithym
arithym
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Listed on MCP RegistrySmithery+2 more
OtaKit
otakit
Ship over-the-air updates to your Capacitor apps from Claude: publish releases you approve, run staged rollouts, read rollout health, and r…
Listed on ClaudeMCP Registry+2 more
SlideMaster
headdao
Create AI presentation videos with slides, narration, TTS audio, and MP4 export from any topic.
Listed on MCP RegistrySmithery+2 more
Ingero
ingero-io
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging
Listed on MCP RegistryGlama+2 more
ToolBench Brustunnel
joaoh82
Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable.
Listed on MCP RegistrySmithery+2 more
Transloadit Media Processing
transloadit
Process video, audio, images, and documents with 86+ cloud media processing robots.
transloadit_create_assemblytransloadit_get_assembly_statustransloadit_get_robot_help+4Listed on MCP RegistryGlama+2 more
ToolBench FAPIbase
whiteknightonhorse
MCP endpoint to APIbase catalog (https://apibase.pro/llms.txt). USDC: x402 Base, MPP Tempo.
abr.business.abn_lookupabr.business.acn_lookupabr.business.name_search+1420Listed on MCP RegistrySmithery+2 more
SocialAPI
socialapi
Manage posts, comments, DMs and reviews across Instagram, Facebook, TikTok, YouTube, LinkedIn, Google and more, all from one conversation.
Listed on ClaudeMCP Registry+2 more
ToolBench Fmdma
mobilereality
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.
Listed on MCP RegistryGlama+2 more
ToolBench Fgtm-api: LinkedIn MCP Server
gtm-api
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
Listed on MCP RegistrySmithery+2 more
ToolBench DGrok FAF
faf
Persistent project context for xAI Grok. IANA-registered .faf format.
Listed on MCP RegistryGlama+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. 33,706 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 | 1397 | 60 | 4914 | 1140 |
| 11 Oct | 527 | 21 | 5311 | 1657 |
| 12 Oct | 753 | 20 | 4477 | 1770 |
| 13 Oct | 871 | 21 | 5299 | 629 |
| 14 Oct | 853 | 28 | 4199 | 666 |
| 15 Oct | 745 | 10 | 634 | 160 |
Latest changes
RSS feed- Tools That Don't Upload Official MCP Registry run_tool: description changed (+"Errors keep the HTTP status: 400 invalid input, 405 wrong method, 413 input over the size limit (files over 10 MB through MCP, JSON over 2 MiB), 422 a file that cannot be processed (for example an encrypted PDF), 429 quota used up.")
- Tools That Don't Upload Official MCP Registry server instructions changed (+"REST note: sending input in a GET query string is deprecated (responses carry Deprecation and Sunset headers) and returns 405 from 2026-11-16; MCP calls are not affected.")
- AfterLaunch: the agentic growth marketing engine Official MCP Registry review_move: description changed (+"cancel (withdraw)" +"A revision" +"if it")
- AfterLaunch: the agentic growth marketing engine Official MCP Registry record_content: input schema changed
- AfterLaunch: the agentic growth marketing engine Official MCP Registry server instructions changed (+"A listing form is filled in your user's own browser and left on its review page; they press submit." +"on." -"opens in a browser and")
Coverage
What the index resolves and probes- Brands resolved
- 27,401
- Brands on two or more hosts
- 6,441
- Held for review
- 14,308 listings
- Tools listed by probe
- 11,488 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.