The tools agents can call
151,105 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. 14,145 listings from bulk publishers wait for review.
- Directory listings58,953Collected from seven directories, before grouping
- Listed in two or more33,19822% of unique servers
- Remote MCP servers26,542With a public endpoint an agent can call
- Changes, last 30 days52,664Typed diffs between observations
ToolBench Dwellfound-jobs
johnisanerd
Wellfound startup jobs with salary and equity parsed, via an Apify Actor, hosted MCP.
Listed on MCP RegistryGlama
mcp
fluf
Manage a FLUF resale account from an AI agent: inventory, crosslisting and unified orders.
Listed on MCP RegistryGlama
kcp-harness — KCP compliance proxy
cantara
MCP compliance proxy between agent and tools: deterministic governance, fail-closed, audit trail.
Listed on MCP RegistryGlama
ScriptGrain
scriptgrain
Your writing voice measured across 45 attributes; drafts in that voice, scored against it.
Listed on MCP RegistryGlama
EnCarAPI - Korean & Chinese used cars
thatmojo
Live used car listings from South Korea (Encar, KB Chachacha, K Car) and China (Dongchedi, Che168).
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
CorroborateMe
cnrcode
Prove end users to agents and apps: login-links, OIDC clients, and API keys over remote MCP
Listed on MCP RegistryGlama
LyricPatch
lyricpatch
Signup-free lyric editing: upload authorized audio, change words, preview, and download.
accept_generationcancel_batchcreate_edit+25Listed on MCP RegistryGlama
ByJG Open Source Docs
byjg
Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects.
get_documentlist_projectssearch_docsListed on MCP RegistryGlamaSynomosAI Governance MCP
medxpert-org
AI governance MCP: A3 scorecard, ISO 42001 evidence templates, compliance checklist, gov_scan.
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 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
ShortPixel Image Optimizer
shortpixel
Optimize public image URLs via the ShortPixel SPIO API for AI agents
Listed 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
ToolBench Centyrix-mcp
juliusgerman
KYB data from 23 European business registries — company briefs, financials, ownership, AML screening
advanced_searchcheck_compliancecompany_brief+10Listed 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
CWI MCP Server
cumulativeweb
Read-only MCP server: CWI Gear Ledger reads, deterministic trust scoring, NEEDLE DROP verification.
Listed on MCP RegistryGlama
Cloudeval AI
ganakailabs
Cloud evaluations and reviews for Azure and static AWS CloudFormation (beta). Requires an account.
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. 33,198 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 | 1232 | 58 | 3418 | 943 |
Latest changes
RSS feed- ［MCP］アイレディース化粧品 - アイスター商事【公式】 Official MCP Registry Name changed from "【公式】アイレディース化粧品 - アイスター商事" to "［MCP］アイレディース化粧品 - アイスター商事【公式】" (registry)
Coverage
What the index resolves and probes- Brands resolved
- 25,188
- Brands on two or more hosts
- 5,933
- Held for review
- 14,145 listings
- Tools listed by probe
- 10,540 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.