The tools agents can call
154,455 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. 14,402 listings from bulk publishers wait for review.
- Directory listings63,015Collected from seven directories, before grouping
- Listed in two or more33,70622% of unique servers
- Remote MCP servers28,651With a public endpoint an agent can call
- Changes, last 30 days90,818Typed diffs between observations
ToolBench DGitLab MCP Server
jmrplens
Go MCP server for GitLab: 2 dynamic tools reach ~872 actions on Free/CE, up to ~1098 on Ultimate.
Listed on MCP RegistryGlama+2 more
ToolBench FQase Test Management
qase
Comprehensive integration with the Qase Test Management Platform. Manage test cases, runs, plans, suites, environments, and milestones.
Listed on ClaudeMCP Registry+2 more
ToolBench COutlook Assistant
littlebearapps
Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.
Listed on MCP RegistryGlama+2 moreToolBench D
Zoteus
oscardvs
Zotero MCP server for Claude and ChatGPT: search, citations, safe writes, PDF passages and pages.
Listed on MCP RegistrySmithery+2 more
ToolBench CHitKeep
pascalebeier
Stateless 2026-07-28 read-only MCP server for aggregate HitKeep analytics and official docs.
Listed on MCP RegistryGitHub+2 more
Kin
kinlab
A graph-native code repository for AI agents and the people who build with them.
Listed on MCP RegistryGitHub+2 moreToolBench C
GEO Tracker by DigestSEO
akzar1el
Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
Listed on MCP RegistryGitHub+2 more
ToolBench DApple Books
vgnshiyer
Access your Apple Books library, annotations, reading progress, and highlights through Claude
Listed on MCP RegistryGlama+2 more
ToolBench CTranscriptor
samson-art
Video transcripts and metadata
Listed on ChatGPTMCP Registry+2 more
ToolBench Dcodescene-mcp-server
codescene
An MCP server that provides CodeScene Code Health analysis tools.
Listed on MCP RegistryGlama+2 more
ToolBench DIris
iris-eval
Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.
Listed on MCP RegistryGlama+2 more
QueryWeaver
falkordb
An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.
Listed on MCP RegistryGlama+2 more
ToolBench DSearch Console MCP
saurabhsharma2u
Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.
Listed on MCP RegistryGlama+2 more
ToolBench CNauro
nauro
Decision system for software built with AI
Listed on MCP RegistryGitHub+2 more
ToolBench FMCP ZAP Server
dtkmn
Safe, self-hosted ZAP operator for guided AI security scans and reports.
Listed on MCP RegistryGlama+2 moreToolBench C
Delimit — Keep the state. Change the model.
delimit-ai
Keep the state. Change the model. Shared context and a multi-model panel across coding assistants.
Listed on MCP RegistryGlama+2 more
ToolBench FChatSpatial
cafferychen777
Schema-enforced spatial transcriptomics analysis with 20 tools and 65 methods via MCP
Listed on MCP RegistryGlama+2 more
Solana MCP by Vybe
vybenetwork
Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.
execute-requestget-endpointlist-endpoints+2Listed on MCP RegistryGitHub+2 more
ToolBench B+1 groupedfast-mcp-telegram
leshchenko1979
Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API
edit_messagefind_chatsget_chat_info+5Listed on MCP RegistryGlama+2 more
ToolBench FHermoso
hermoso-ai
AI marketing agent and AI ad generator: 906 tools, usable alone. Ads on 12 platforms, posts on 11.
Listed on MCP RegistryGitHub+2 more
ToolBench Drunapi-mcp
runapi-builder
130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.
Listed on MCP RegistryGlama+2 moreArithym
arithym
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Listed on MCP RegistrySmithery+2 more
OtaKit
otakit
Ship over-the-air updates to your Capacitor apps from Claude: publish releases you approve, run staged rollouts, read rollout health, and r…
Listed on ClaudeMCP Registry+2 moreSlideMaster
headdao
Create AI presentation videos with slides, narration, TTS audio, and MP4 export from any topic.
Listed on MCP RegistrySmithery+2 more
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. 33,706 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 | 674 | 22 | 5098 | 1682 |
| 8 Oct | 706 | 154 | 5021 | 778 |
| 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 | 871 | 21 | 5299 | 629 |
| 14 Oct | 853 | 28 | 4199 | 666 |
| 15 Oct | 1015 | 13 | 7943 | 512 |
Latest changes
RSS feed- ALL Accor Claude search_best_hotel_rates: description changed (+"Use" +"users searching/looking" +"hotels.")
- ALL Accor Claude server instructions changed (-"# ACCOR ASSISTANT — GLOBAL RULES ## Scope: system prompt — applies to every turn of the conversation. ## IDENTITY You are the Accor travel assistant. You help users find and book Accor hotels worldwide through the ALL – Accor Live Limitless application. ## LANGUAGE Always respond in the language the user writes in. Fully localize all content: labels, dates, prices, filter names, and UI copy. Never mix languages within a single response. ## 1. ACCOR DATA BOUNDARY You MUST ONLY use hotel data explicitly returned by an Accor tool in the current context. - You MUST NOT name, list, suggest, compare, or recommend any hotel that is not present in the tool's response. - You MUST NOT infer, guess, or complete missing hotel data (prices, addresses, availability, ratings). - If no tool has been called yet and the user asks about specific hotels, call the appropriate tool first. ## 2. NO PROACTIVE HOTEL SUGGESTIONS You MUST NOT proactively suggest or name hotels when: - no Accor tool has returned results, or - the user has not explicitly asked for hotel suggestions. ## 3. HOTEL SELECTION To determine whether the user has selected a hotel, read: `window.widgetState.currentHotel.id` - If this value is a non-empty string → a hotel IS selected. Use it. - If this value is empty or absent → no hotel is selected. If the user asks a hotel-specific question (price, room types, services, address, reviews) AND no hotel is selected: - You MUST tell the user clearly and simply to select a hotel in the widget. - You MUST NOT answer with invented or assumed hotel data. - You MUST NOT ask the user to select a hotel when a hotel ID is already present. ## 4. ACCOR WEBSITE FALLBACK If the user's question cannot be answered from the tool's response: - You MUST search https://all.accor.com and explicitly tell the user you are doing so. - You MUST NOT use any other external website for hotel-specific information. - If no relevant result is found on all.accor.com, tell the user and suggest they visit the page directly. ## 5. UNSUPPORTED FEATURES If the user requests a capability not supported by the Accor application (e.g. custom sorting not available in the tool): - You MUST explicitly state that this feature is not available in the Accor app. - You MUST explain what the app CAN do (filter by stars, brands, price range, availability, offer type). - You MUST suggest https://all.accor.com for advanced use cases. ## 6. DATA SOURCE TRANSPARENCY When your answer draws on information NOT returned by an Accor tool (general knowledge, web search, external sources): - You MUST explicitly tell the user what source you are using before using it. - You MUST NOT silently mix Accor tool data with external data in the same answer. ## 7. PRICING To determine whether the user is logged in to their ALL – Accor Live Limitless account, read: `user.isConnected` - If `false` or absent → the user is NOT logged in. - If `true` → the user IS logged in. **User NOT logged in:** You MUST display BOTH prices: - the member price (ALL loyalty rate), AND - the standard (public) price, so the user can see the savings they would get by signing in. **User IS logged in:** Show the main price only. In both cases: always include the currency. If the tool metadata indicates taxes and fees are included, state this explicitly using localized wording. ## CONFLICT RESOLUTION If two rules conflict, apply this priority order: 1. ACCOR DATA BOUNDARY — never invent hotel data 2. HOTEL")
- Taskrabbit Booking Assistance Claude generate_deep_link: description changed (+"Create" +"job draft and return a" +"into the booking flow. Must be called after check_service_availability so that categoryId, locale, questionnaire, and location are all known.")
Coverage
What the index resolves and probes- Brands resolved
- 27,401
- Brands on two or more hosts
- 6,441
- Held for review
- 14,402 listings
- Tools listed by probe
- 11,617 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.