The tools agents can call
152,075 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. 14,252 listings from bulk publishers wait for review.
- Directory listings60,079Collected from seven directories, before grouping
- Listed in two or more33,38722% of unique servers
- Remote MCP servers27,187With a public endpoint an agent can call
- Changes, last 30 days65,459Typed diffs between observations
ToolBench C+1 groupedinvest-brain
lj22503
A-share investment research: quotes, financials, behavior patterns, and trading journals.
Listed on MCP RegistryGlama
ToolBench Axupersplit
kanylbullen
Split shared expenses in a group — no account needed. See who owes whom and settle up.
add_expenseadd_participantcreate_split+8Listed on MCP RegistryGlama
Bay Run
barneywohl
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.
coprocessorrun_pinsolve_taskListed on MCP RegistryGlama
Replication Radar
sciencelive4all
Turn the OpenAIRE Graph into a ranked replication queue with a Science Live verification overlay.
Listed on MCP RegistryGlama
Postio — UK Address, Postcode, Email & Phone Validation
co
Validate UK addresses, postcodes, emails and phone numbers — Royal Mail PAF, live SMTP and HLR.
Listed on MCP RegistryGlama
Lokalise MCP Server
abdallahaho
Connect AI assistants to Lokalise to manage translation projects, keys, and workflows through natural conversation. Automate localization tasks, monitor progress, and collaborate with your team without writing code. Streamline your translation management directly from your chat interface.
Listed on SmitheryGlama
ToolBench DGaffer
gaffer
Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
Listed on MCP RegistryGlama
ToolBench Dr3
n3wth
Local Redis memory MCP for AI apps with hybrid caching and optional Mem0 cloud backup.
Listed on MCP RegistryGlama
Ephemeris Time-Series Forecasting
cascade
Probabilistic time-series forecasts from zero-shot foundation models: routed, single or ensembled.
Listed on MCP RegistryGlama
CWI MCP Server
cumulativeweb
Read-only MCP server: CWI Gear Ledger reads, deterministic trust scoring, NEEDLE DROP verification.
Listed on MCP RegistryGlama
Google Trends
mamrrez
Google Trends: Trending Now, interest over time, regions, related searches. No API key.
Listed on MCP RegistryGlamax402 Merchant Check
gradientdecisions
Pre-payment merchant trust checks for x402 agents on Base and Solana.
check_merchantListed on MCP RegistryGlama
pilot-mcp
pilot-protocol
Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.
Listed on MCP RegistryGlama
ToolBench FApparelHub
apparelhub-ai
Run a custom-merch store from an agent: design, build products, list on every channel, fulfill.
Listed on MCP RegistryGlama
ToolBench BPokémon TCG API
pokemontcgapi
English, Japanese and Chinese Pokémon cards: search, sets, illustrators, prices, photo lookup.
Listed on MCP RegistryGlama
DokuTrak
crackx17
Let your agent chase the documents: create, chase, read and collect DokuTrak Document Requests.
Listed on MCP RegistryGlama
Dev error explainers
mahdibrr
Offline, deterministic cause and fix for Node, npm, Next.js, CORS and Postgres URL errors.
Listed on MCP RegistryGlama
SQAI — deterministic, read-only structured data
thyn-ai
SQAI MCP server — four governed, deterministic, read-only data tools. Free login to execute.
Listed on MCP RegistryGlama
Mimetic
trymimetic
Growth data for any site you own: audit findings, session recordings, GA4, Ads and Search Console.
Listed on MCP RegistryGlama
Kirk — Unsupervised Structural Change Detection
ulyssesmodel
The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.
kirk_billing_checkoutkirk_billing_showkirk_billing_usage+11Listed on MCP RegistryGlama
projectstate
projectstate
Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.
plan_checkproject_openproject_status+3Listed on MCP RegistryGlamaFORRT Research
sciencelive4all
Produce verifiable FORRT nanopublication chains: grounded quote checks and Science Live projections.
Listed on MCP RegistryGlama
ToolBench Fmymlh-mcp-server
git
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
Listed on MCP RegistryGlama
ToolBench FVibe MCP — Real Chrome, Remotely
vibetechnologies
Drive your real, logged-in Chrome from any MCP client — even from a remote machine, no inbound port.
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 them78%of servers are listed in one directory only. 33,387 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 | 472 | 14 | 1514 | 1419 |
Latest changes
RSS feed- ai.autonomad/travel Official MCP Registry search_hotels: description changed (+"Searches hotels" +"other" +"city or country and")
- ai.autonomad/travel Official MCP Registry search_flights: description changed (+"Searches" +"airports (IATA codes such as JFK or LHR) on a departure date, with an optional return" +"class, passenger count, maximum price")
- ai.autonomad/travel Official MCP Registry search_events: description changed (+"Searches" +"sports, theatre, comedy" +"other live events")
- ai.autonomad/travel Official MCP Registry search_dining: description changed (+"Searches" +"in a city for a" +"with optional")
- ai.autonomad/travel Official MCP Registry search_activities: description changed (+"Searches" +"experiences" +"attractions from")
- ai.autonomad/travel Official MCP Registry message_autonomad: description changed (+"Sends the signed-in person's" +"to Autonomad" +"returns")
Coverage
What the index resolves and probes- Brands resolved
- 25,697
- Brands on two or more hosts
- 6,116
- Held for review
- 14,252 listings
- Tools listed by probe
- 10,861 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.