The tools agents can call
152,743 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. 14,275 listings from bulk publishers wait for review.
- Directory listings60,863Collected from seven directories, before grouping
- Listed in two or more33,47322% of unique servers
- Remote MCP servers27,600With a public endpoint an agent can call
- Changes, last 30 days71,821Typed diffs between observations
ScriptGrain
scriptgrain
Your writing voice measured across 45 attributes; drafts in that voice, scored against it.
Listed on MCP RegistryGlama
Giggy Speech MCP
grqdigitalcapital
Giggy speech tools for AI agents: discover voices and generate text-to-speech.
Listed on MCP RegistryGlama
Kaption WhatsApp (Cloud)
kaption-ai
Use WhatsApp from AI apps through the Kaption extension. OAuth 2.1 relay that cannot read messages.
Listed on MCP RegistryGlama
Development Indicators MCP
lbruce-wq
Open-source MCP for official development indicators with provenance and citations.
compare_observationsfaostat_list_domainsfaostat_search_dimension+7Listed on MCP RegistryGlama
SMTPing Email Verification
smtping
Verify email addresses, clean lists and check spamtrap, disposable, spambot and complainer lists.
Listed on MCP RegistryGlama
magiclane-mcp-server
magiclane
The Magic Lane Model Context Protocol (MCP) Server enables any AI agent or application to become a geospatially intelligent assistant, capable of acting as a reliable companion for pedestrians, cyclists, and drivers alike. Built on top of Magic Lane's advanced mapping and routing technology, this TypeScript-based MCP server empowers AI agents to: - Understand and process geospatial data - Interpret user intent in a spatial context - Deliver accurate, contextually relevant navigation guidance By leveraging Magic Lane's global map data and real-time geospatial intelligence, the MCP Server enables deeply personalized navigation and trip-planning experiences through core tools: - Intelligent Search: find addresses, points of interest (POIs), or coordinates with intelligent search capabilities and POI category filtering. - Smart Routing: generate optimized routes between multiple waypoints with support for various transport modes, route preferences, and dynamic POI integration. - Round Trip Planning: create circular routes that start and end at the same location, perfect for jogging routes, cycling loops, or delivery runs. - Reverse Geocoding: convert geographic coordinates into detailed address information including street name, city, state, country, and postal code. - Isochrone Analysis: calculate reachability polygons showing areas accessible within specific time or distance constraints. - Route Visualization: create visual map images of calculated routes, isochrones, and round trips for immediate geographical context and presentation. - Geofence Management: create, manage, and query geographic boundaries for asset monitoring, location-based alerts, and spatial analysis with support for polygons, circles, and rectangles. - Interactive Map: Display an interactive vector tile map directly inside the conversation using MapLibre GL JS and MagicLane vector tiles. Supports location views, route visualization, isochrone overlays, round trip routes, search result markers, geofence areas, and custom coordinate paths — with one or many overlays per map and pan/zoom interactions. The map functionalities can be visualized as high-quality map images through our new beta feature to generate custom map views with markers, bounding boxes, or location-centered areas without route calculation, complementing route visualization for routes, isochrones, and round trips. Together, these capabilities enable AI agents to act as true geospatial copilots - understanding spatial context, anticipating user needs, and optimizing every journey with precision and ease.
Listed on SmitheryGlama
LyricPatch
lyricpatch
Signup-free lyric editing: upload authorized audio, change words, preview, and download.
accept_generationcancel_batchcreate_edit+25Listed on MCP RegistryGlamaSynomosAI Governance MCP
medxpert-org
AI governance MCP: A3 scorecard, ISO 42001 evidence templates, compliance checklist, gov_scan.
Listed on MCP RegistryGlama
RuSender
rusender
Manage email campaigns, contacts and deliverability analytics in RuSender from an AI assistant.
Listed on MCP RegistryGlama
Charlotte Open City Data
ajwann
Charlotte and Mecklenburg County open data: addresses, crime, 311, zoning, budget, and services
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
ToolBench Cratchet
ratchetgate
Your agent asks before it acts, so the same real-world action is attempted at most once.
Listed on MCP RegistryGlama
ToolBench FSantismm Knowledge — Harness Engineering, Agentic AI & Governance
santismm
Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.
calculate_agent_economicscalculate_evaluation_sample_sizecalculate_human_supervision_capacity+27Listed 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
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. 33,473 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 | 527 | 13 | 1986 | 235 |
Latest changes
RSS feed- ai.autonomad/travel Official MCP Registry search_hotels: description changed (+"LiteAPI, WebBeds" +"Every star level is included, ranked best first (guest score or star rating, then price); a hotel whose star rating is unknown has `stars` null. If the person wants only higher-rated hotels, pass min_star_rating (hotels with an unknown rating are then left out and counted in meta.unrated_excluded); if they want the cheapest first, pass flexible: true." -"LiteAPI")
- ai.autonomad/travel Official MCP Registry search_flights: input schema changed (+adults, +children_ages, +infants_on_lap)
- ai.autonomad/travel Official MCP Registry search_flights: description changed (+"travellers," +"Travellers can be any age: only the account holder who books and pays must be 18 or older. For a party with children, send `adults`, `children_ages` (one age 0-17 per child who has their own seat, as of the last flight of the trip) and `infants_on_lap` (under-2s on an adult's lap, at most one per adult); at most 9 travellers in total. With any child or lap infant in the search, each offer's price_usd is the total for every traveller and there is no per-person price: quote the total, never divide it." -"passenger count,")
- ai.autonomad/travel Official MCP Registry create_booking_intent: description changed (+"TOTAL" +"When children or lap infants travel, also add the same `adults`, `children_ages` and `infants_on_lap` used in search_flights, so the booking page asks for each traveller (every traveller's date of birth is entered on autonomad.ai, never here)." +"Travellers can be any age, including children and babies; only the account holder who books and pays must be 18 or older.")
Coverage
What the index resolves and probes- Brands resolved
- 26,175
- Brands on two or more hosts
- 6,208
- Held for review
- 14,275 listings
- Tools listed by probe
- 11,062 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.