The tools agents can call
173,752 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. 15,583 listings from bulk publishers wait for review.
- Directory listings77,106Collected from seven directories, before grouping
- Listed in two or more36,95221% of unique servers
- Remote MCP servers36,564With a public endpoint an agent can call
- Changes, last 30 days234,675Typed diffs between observations
ToolBench 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
DataToRAG
datatorag
Hosted MCP for Google Workspace, Atlassian and Notion: one OAuth, per-user accounts, write access.
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 RegistryGlama
Actionbook
actionbook
Let your AI agent operate any website through a real, logged-in browser session.
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 RegistryGlamaProvenza
kironovlaziz-del
Governed MCP gateway: approved tools only, each call policy-checked and recorded per agent
Listed on MCP RegistryGlama
StemLab — timing and loops for Shorts
kieransimkin
Music and stem analysis, timing and loopable Shorts. https://kieransimkin.co.uk/
Listed on MCP RegistryGlama
ToolBench FConarium
dogrucanemek-alt
Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.
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 RegistryGlama
Prompt Maker Studio
chrysogonus
Your prompt library in any MCP client: list, fetch, save and version prompt templates.
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 RegistryGlamaToolBench F
sanctuary
sanctuaryprotocol
Open-source MCP server: encrypted local keys and state, operator approval gates, a hash-chained log.
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 RegistryGlamastalemap
umair
Tells coding agents which npm dependencies changed after their training cutoff, and what changed.
Listed on MCP RegistryGlamaToolBench C
GroundLens
groundlens-dev
Guardrails for LLM answers: exact checks against sources, PASS/REVIEW/FAIL, signed records.
Listed on MCP RegistryGlamaToolBench D
shyn
shyn
Local-first ambient memory for your Mac — pages, meetings, notes, encrypted on-device.
Listed on MCP RegistryGlama
ToolBench Dai-architect-mcp-codebase
cdeust
Codebase intelligence MCP — index any repo into a property graph; 26 tools for agents.
Listed on MCP RegistryGlama
ToolBench FBehavior Runtime MCP
putervision
In-browser ~60Hz behavior tree execution engine with reactive triggers and blackboard projection.
Listed on MCP RegistryGlama
ToolBench DWorld Model MCP
putervision
Persistent 3D/2D spatial world model for AI agents with dynamic velocity and entity tracking.
Listed on MCP RegistryGlamaToolBench F
open-mcp-apps
2nd1st
Persistent, interactive MCP Apps — the AI builds an app once, you both reuse it
Listed on MCP RegistryGlama
debuganything
shreyassaw5394
Observe any running process from your agent. strace, py-spy, perf, lsof, tcpdump as evidence.
Listed on MCP RegistryGlama
ToolBench FWeb Browser (kogiQA)
atagon
This web browser has been designed to help your agent debug and develop complex web applications.
Listed on MCP RegistryGlama
ToolBench F+1 groupedCedulon
dogrucanemek-alt
Policy-gated agent spend with signed receipts and rail-extract audit
Listed on MCP RegistryGlama
+1 groupedenvcp
fentz26
Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
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. 36,952 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 | 647 | 20 | 3212 | 969 |
| 4 Oct | 514 | 6 | 3265 | 441 |
| 5 Oct | 942 | 29 | 3912 | 615 |
| 6 Oct | 646 | 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 | 527 | 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 | 1107 | 103 | 8540 | 842 |
| 17 Oct | 1066 | 17 | 5225 | 830 |
| 18 Oct | 668 | 21 | 6954 | 725 |
| 19 Oct | 1838 | 92 | 6805 | 986 |
| 20 Oct | 875 | 13 | 4874 | 756 |
| 21 Oct | 1137 | 8 | 5764 | 1369 |
| 22 Oct | 936 | 18 | 5774 | 1881 |
| 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 | 707 | 28 | 6787 | 1947 |
| 28 Oct | 666 | 14 | 6971 | 1980 |
| 29 Oct | 565 | 8 | 8288 | 754 |
| 30 Oct | 485 | 10 | 7290 | 1403 |
| 31 Oct | 568 | 11 | 6502 | 1094 |
| 1 Nov | 89 | 0 | 469 | 89 |
Latest changes
RSS feed- thinkhard.si prompt tools Official MCP Registry grade_prompt: description changed (+"It also reads the prompt against the 519 expert prompts in the repository: which task it is, which of that task's inputs are there (a resume, a job posting, a policy), how ready it is for that task out of 10," +"the three changes that would help most. Use" +"The prompt is read to answer and is not stored.")
- Canli Capital Official MCP Registry run_tool: description changed (+"a tool find_tool named:" +"arguments})," +"up to 25")
- Canli Capital Official MCP Registry find_tool: description changed (+"350" +"in plain words," +"the closest matches first, with")
- Canli Capital Official MCP Registry describe_tool: description changed (+"Read" +"Schema, between find_tool and run_tool, when find_tool's signature does not settle an argument. An unknown name returns an error." -"Get")
Coverage
What the index resolves and probes- Brands resolved
- 35,036
- Brands on two or more hosts
- 8,049
- Held for review
- 15,583 listings
- Tools listed by probe
- 14,966 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.