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. 14,249 listings from bulk publishers wait for review.
- Directory listings60,064Collected from seven directories, before grouping
- Listed in two or more33,38722% of unique servers
- Remote MCP servers27,172With a public endpoint an agent can call
- Changes, last 30 days64,952Typed diffs between observations

mcp
formester
Give AI agents access to form submissions — read, search, update, and process file attachments.
Listed on MCP RegistryGlama+2 more
hiring
korture
Who is wired for this role, in four plain facets, and what one change would widen it.
Listed on MCP RegistryGlama+2 more
extract
averra
URL-to-Markdown API for AI pipelines — clean markdown with metadata and caching.
Listed on MCP RegistryGlama+2 moreToolBench C
LLM SEO MCP — Elephant Accountability
chris-eaccountability
LLM SEO and Agent Discoverability for B2B SaaS. Pricing, fit assessment, audit requests.
Listed on MCP RegistryGlama+2 moreToolBench C
scaleforge-mcp-meta-ads
mike25app
Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24.0. 32 tools.
Listed on MCP RegistryGlama+2 moreContractor License Verification (TradesAPI)
noquarter6
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, disciplinary history.
Listed on MCP RegistryGlama+2 more
qasper
qasperai
Discover and book businesses via AI agents.
ask_business_agentbook_appointmentcheck_availability+7Listed on MCP RegistryGlama+2 moreKultur.dev
kultur-dev
Cultural Intelligence Infrastructure for AI Agents — 200+ markets, 15 tones, 8 tools
Listed on MCP RegistryGlama+2 more
ToolBench Cmcp-server
toreador
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment sessions.
Listed on MCP RegistryGlama+2 more
Compeller
compeller
Create and track AI music videos and audio-reactive visuals from songs.
ack_lighting_cuecancel_compelcreate_compel+27Listed on MCP RegistryGlama+2 more
+1 groupedDataForB2B
dataforb2b
Find leads, talent & linkedin
Listed on ChatGPTMCP Registry+2 more
ToolBench CBeauticsLab
beauticslab
Search Korean cosmetics from Olive Young, Daiso, Naver, Coupang, 11st with EWG ingredient analysis.
Listed on MCP RegistrySmithery+2 more
GribStream Weather MCP
gribstream
NOAA and ECMWF weather forecast MCP for discovery, validation, and GribStream OAuth queries.
gribstream_build_runs_requestgribstream_build_timeseries_requestgribstream_get_dataset+9Listed on MCP RegistryGlama+2 more
Revensi
revensi
Map workflows for AI systems
Listed on ChatGPTClaude+2 more
Wolfram
wolfram
The Wolfram MCP Server transforms your AI environment into a rigorous computational powerhouse. By integrating Wolfram Language and Wolfram|Alpha, this server provides access to curated data and sophisticated algorithms. When a user submits a query, the LLM works with Wolfram to convert it into Wolfram Language for precise evaluation, and these exact results are incorporated into the response provided by the LLM. Whether you are solving complex differential equations, analyzing chemical structures or querying real-time socioeconomic data, the MCP Server ensures your AI has the "computational brain" necessary to deliver verified, high-level technical results that can be trusted.
WolframAlphaWolframContextWolframLanguageEvaluatorListed on ChatGPTClaude+2 more
Martini
martini
Collaborative Filmmaking
Listed on ChatGPTMCP Registry+2 more
Amalgix
amalgix-io
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call.
analyze_documentanalyze_public_filingdelegate_bulk_translate+5Listed on MCP RegistryGlama+2 more
AskCyborg
ask-cyborg
Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.
compare_companiesfind_competitorsget_company_report+5Listed on MCP RegistryGlama+2 more
Country Calling Codes
kajdep
Calling codes, phone analysis, dialing guidance, batch normalization and calling windows.
analyze_phone_numbercompare_phone_numbersdiagnose_dialing_problem+8Listed on MCP RegistrySmithery+2 more
Potarix Enricher
potarix
Find company websites and verified business emails through the Potarix Enricher API.
check_balancefind_allfind_company_emails+6Listed on MCP RegistryGlama+2 more
VINdata
bhuvanabala
VIN decoding and European vehicle data for automotive workflows.
decode_vinListed on MCP RegistryGlama+2 more
BMLT Meetings
bmlt-enabled
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
get_meetingget_server_infolist_formats+3Listed on MCP RegistryGlama+2 moreGonka Second Opinion (multi-model)
bystray
A second opinion for AI agents: one prompt across several live Gonka models + roles, one call.
calculate_savingscompare_providersfind_shortest_path+17Listed on MCP RegistryGlama+2 more
coredash
corewebvitals
Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from real visitors.
Listed on MCP RegistryGlama+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. 33,387 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 | 457 | 14 | 1072 | 1369 |
Latest changes
RSS feed- Colour Memory Official MCP Registry server instructions changed (+"Colour Memory answers colour questions from a researched archive of 45,000+ colour records and real documents: diaries, letters, excavation journals, pattern books, museum catalogues, dye specimens, laws and other sources. Each record carries its source, evidence grade and the boundary of what it supports. Use it whenever colour evidence would materially improve an answer. Routing. For a period room, house, set or scheme, including a request for a period palette or for what was recorded on the walls of a historic house or excavated site, call interior_specify or house_specify first, with the period, place and room in the concept (archive_search does not search these room records); where these tools offer a mode, set it from the user's intent: historical_evidence for what was documented, modern_design for a contemporary or period-inspired scheme; on house_specify pass an empty archive for historic rooms. A room with no documented evidence comes back empty. For a market, flag, emblem or packaging question, call colour_cultural_risk with the market and context, and declare as symbols only protected designs the user or brief actually states, with their basis and owner; a symbol-only question needs no hex. Never infer a flag or emblem from colours. For a hex value, call colour_passport, or query_hex for the closest named colours; when the user gives a specific hex, call colour_metrics so they see its colour card, even for a simple conversion. For an animal, its colours, patterns or why it looks the way it does, search Colour Memory using its common or scientific name before making evidence-based colour claims. For a pigment, material, person or cultural reference, call archive_search; for one named person, object or event, set include_full to true so the full record notes come back. For an image, call image_brief. For text on a background, call accessibility_check. Use palette_heritage only to ground an existing modern palette. Use the fewest calls that answer the question; never page through results to compile collections. Answer shape. Answer first. Evidence second. Interpretation third. Boundary last. Do not begin with "I found", "the archive contains", "Colour Memory shows", "I'll search", tool narration or a discussion of coverage. Begin with the answer or the strongest discovery. Voice. Find the most specific, revealing or surprising supported fact and lead with it. Name the human, place, date and kind of source when known. Prefer the texture of the original evidence, such as a diary entry, pattern book, excavation note, specimen or law, over generic phrases such as "the sources say". Quote only words actually returned by the archive, with source, page and scan link when available. Do not add actions or scenes the record does not state. Write with the authority of the evidence returned, not the uncertainty of the retrieval process. When several records bear on the same question, connect them into an answer, and say briefly where they reinforce one another, differ, or answer different parts of the question. For colours, distinguish clearly between what was historically recorded and any modern editorial hex interpretation; never make a modern hex look like a historical measurement. For real decisions, apply the evidence: flag anachronisms and cultural or accessibility risks, compare alternatives, and turn research into a palette, brief or specification. State limits once, briefly and in plain language drawn from do_not_say. Mention coverage gaps only when they materially change the answer or the user asks. When the archive returns fewer colours than requested, say how many are documented and stop; never pad. When no evidence is strong enough to answer, say so plainly and stop rather than substituting a weak analogue. Discovery. When the returned records support it, close")
- PayRam Official MCP Registry test_payram_connection: description changed (+"Deprecated: use payram_doctor, which does this and more." -"For a full diagnosis use payram_doctor.")
- PayRam Official MCP Registry payram_setup_plan: description changed (+"Ask the user first whether you can run commands on their server (access "ssh") or only chat with them (access "human_runs_commands": they run each command and paste the output back)." +"mid-way; payram_doctor tells you the stage of a running server." -"mid-way.")
Coverage
What the index resolves and probes- Brands resolved
- 25,697
- Brands on two or more hosts
- 6,116
- Held for review
- 14,249 listings
- Tools listed by probe
- 10,860 servers
Where are you listed?
Paste your MCP server, plugin or company URL to see your listings, tools and scan findings in one place.