The tools agents can call
173,989 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. 15,677 listings from bulk publishers wait for review.
- Directory listings77,119Collected from seven directories, before grouping
- Listed in two or more37,00621% of unique servers
- Remote MCP servers36,614With a public endpoint an agent can call
- Changes, last 30 days236,006Typed diffs between observations
ToolBench C
CodeCartographer
huginnindustries
Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
Listed on MCP RegistryGlamaToolBench C
WebLoom
webloomhq
104 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.
Listed on MCP RegistryGlama
ToolBench BHIG Doctor
raintree-technology
Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
Listed on MCP RegistryGlama
ToolBench FUnraid MCP
tootie
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
Listed on MCP RegistryGlama
Oh My Android
ateymoori
AI agents see and drive the Android Emulator: screenshots, UI in dp, tap, dark mode, RTL, logcat.
Listed on MCP RegistryGlama
MapleStats MCP
dsanchezp18
Canadian open data: StatCan, Census, PUMFs, Bank of Canada, CMHC and open-data portals (EN/FR).
call_toolplan_querysearch_toolsListed on MCP RegistryGlamaagentgate
ciceroyang
Read-only evidence for the tools agents run: MCP server records, coverage and policy.
Listed on MCP RegistryGlama
NexusWindows for Codex
pironjulien
Windows computer use in the background for Codex: UI Automation, Win32 messages, read back.
Listed on MCP RegistryGlamaToolBench D
DEEPBOM
junhwan-kwon
Browser-local and CLI static evidence for deployed AI model artifacts.
deepbom_analyze_filedeepbom_capabilitiesdeepbom_publish_analysis+4Listed on MCP RegistryGlama
ToolBench FClaimidx
claimidx
Prior art for AI agents. claim --yes --share-yes shares to the commons; claim --yes stays local.
Listed on MCP RegistryGlama
ToolBench FStrategic Agent Reasoning MCP
putervision
Strategic BDI reasoning engine for autonomous AI agents with spatial utility and replanning.
Listed on MCP RegistryGlama
ToolBench CDibs
agenxy
Tells an AI agent when another is already doing its work. Board, typed mail, directory claims.
Listed on MCP RegistryGlamaSeamless
arctop
Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.
Listed on MCP RegistryGlamaStuga
stuga
Your AI writes your self-hosted team wiki and answers from it. Its edits await approval by default.
Listed on MCP RegistryGlamaToolBench F
Reaper Daemon
wretcher207
REAPER MCP server: let Claude read your session, set FX, write automation and measure mix moves.
Listed on MCP RegistryGlama
ToolBench CBoard Planner
rafalpodles
Project board for teams and coding agents: Kanban, sprints, 46 tools, OAuth 2.1 or API tokens.
Listed on MCP RegistryGlama
ToolBench FWeavatrix
weavatrix
Native Weavatrix MCP: 67 read-only tools for code, local CI, n8n, Dify, agents, Mermaid, Web3.
Listed on MCP RegistryGlamaProvenza
kironovlaziz-del
Governed MCP gateway: approved tools only, each call policy-checked and recorded per agent
Listed on MCP RegistryGlamastalemap
umair
Tells coding agents which npm dependencies changed after their training cutoff, and what changed.
Listed on MCP RegistryGlama
DataToRAG
datatorag
Hosted MCP for Google Workspace, Atlassian and Notion: one OAuth, per-user accounts, write access.
Listed on MCP RegistryGlama
ToolBench FConarium
dogrucanemek-alt
Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.
Listed on MCP RegistryGlama
Actionbook
actionbook
Let your AI agent operate any website through a real, logged-in browser session.
Listed on MCP RegistryGlama
inspo
nutlope
Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.
comparefind_by_colorfind_components+12Listed on MCP RegistryGlama
oxframe
oxygenframe
Make videos from code: check scenes frame by frame, inspect nodes, render a frame, search the docs.
Listed on MCP RegistryGlama
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 them79%of servers are listed in one directory only. 37,006 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 |
|---|---|---|---|---|
| 3 Oct | 643 | 20 | 3212 | 969 |
| 4 Oct | 513 | 6 | 3265 | 441 |
| 5 Oct | 939 | 29 | 3912 | 615 |
| 6 Oct | 641 | 15 | 5920 | 1698 |
| 7 Oct | 737 | 22 | 5089 | 1699 |
| 8 Oct | 703 | 241 | 5021 | 864 |
| 9 Oct | 1667 | 17 | 5932 | 1572 |
| 10 Oct | 1397 | 60 | 4909 | 1137 |
| 11 Oct | 522 | 21 | 5028 | 1634 |
| 12 Oct | 753 | 20 | 4477 | 1770 |
| 13 Oct | 871 | 21 | 5291 | 627 |
| 14 Oct | 853 | 28 | 4194 | 665 |
| 15 Oct | 1266 | 20 | 8675 | 777 |
| 16 Oct | 1106 | 103 | 8540 | 842 |
| 17 Oct | 1066 | 17 | 5225 | 830 |
| 18 Oct | 667 | 21 | 6954 | 725 |
| 19 Oct | 1838 | 92 | 6805 | 986 |
| 20 Oct | 862 | 13 | 4874 | 755 |
| 21 Oct | 1137 | 8 | 5764 | 1369 |
| 22 Oct | 932 | 18 | 5774 | 1880 |
| 23 Oct | 1182 | 38 | 7026 | 1864 |
| 24 Oct | 1107 | 19 | 7179 | 2068 |
| 25 Oct | 696 | 11 | 5992 | 1317 |
| 26 Oct | 727 | 43 | 6325 | 1696 |
| 27 Oct | 706 | 28 | 6787 | 1945 |
| 28 Oct | 666 | 14 | 6971 | 1980 |
| 29 Oct | 565 | 8 | 8288 | 754 |
| 30 Oct | 485 | 10 | 7290 | 1403 |
| 31 Oct | 565 | 11 | 6502 | 1094 |
| 1 Nov | 149 | 5 | 1644 | 225 |
Latest changes
RSS feed- Gluecron Official MCP Registry gluecron_create_deploy_token: input schema changed (+deliver, +token_id)
- Gluecron Official MCP Registry gluecron_create_deploy_token: description changed (+"By default it returns NO token: {id, exchangeUrl, exchangeExpiresAt, gitConfig, url}. Run the gitConfig lines right before the first clone/fetch (the URL is single-use and dies in 60 s) and git fetches the token itself, so it never enters your transcript." +"Pass `token_id` (an id this tool returned) for a fresh exchange URL for the same grant; each exchange rotates the secret. `deliver: "token"` returns a read-only secret in the result instead (refused for push access: a push-capable secret in an agent's transcript outlives the run). Revoke the grant with gluecron_revoke_token {type: "deploy", id}." -"and return it once with a ready clone URL —")
- GolfData Official MCP Registry server instructions changed (+"20495" +"2026-11-01T00:20:00+00:00." +"{"flagged":484,"enriched":958,"partial":1501,"unenriched":17494,"not_found":58}.")
- io.github.uponex/gisgp Official MCP Registry plss_lookup: description changed (+"(a 24-hour pass," +"7-day pass" +"a monthly plan)")
Coverage
What the index resolves and probes- Brands resolved
- 35,077
- Brands on two or more hosts
- 8,051
- Held for review
- 15,677 listings
- Tools listed by probe
- 15,018 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.