Research report · data-report
MCP server: a census of 143 listings
70 of 143 listings answer yes for “MCP server”. Counted from our own datasheet, with the query that reproduces every figure.
On this page
MCP server, across 143 settled listings
Of the 143 Published listings whose datasheet settles “MCP server”, the largest group is “Yes” at 70 (49%). Measured 2026-10-03.
Explore the matching agents
MCP server · Datasheet criterion mcp_access · Report counted .
Current listings as of ; this set may differ from the report's original sample. Includes “Yes” and “Qualified” answers only. Read the conditions on qualified answers before treating them as a match. “No”, “Not applicable” and “Not established” answers are excluded.
View 117 current matching records
- 11x Qualified
No MCP server is documented; agent-to-agent access exists via IBM's Agent Connect programme for the lead/account research agent.
Source retrieved 2026-09-03
- Ada Yes
Ada ships a hosted MCP server over Streamable HTTP with OAuth or API-key auth, exposing most dashboard operations to any MCP client.
Source retrieved 2026-10-03
- AgentBridge Yes
MCP is the transport on the Claude side: the bridge is an MCP client loaded as a Claude Code plugin and exposes a reply tool the agent calls to push messages across.
Source retrieved 2026-10-03
- Agentix Labs Qualified
MCP is engineering the firm performs for clients - it implements Model Context Protocol servers inside delivered architectures - but Agentix publishes no MCP endpoint of its own that another agent could query.
Source retrieved 2026-10-03
- AgentsKit.js Yes
MCP works both ways: agents consume external MCP servers, and your tools or a live runtime can be published for other MCP hosts to query.
Source retrieved 2026-09-09
- Agno Yes
AgentOS can expose registered agents as an MCP server, so another agent can call them; docs also ship as MCP.
Source retrieved 2026-09-02
- Aide Qualified
MCP is named as an inbound channel for Aide to reach your systems and pull context, not as an MCP server another agent could query; the direction of the connection is Aide reading your data.
Source retrieved 2026-09-23
- Aident Loadout Yes
A hosted MCP server at loadout.aident.ai/mcp lets any MCP-compatible client search, inspect and execute capabilities after browser OAuth, with staging and RC endpoints documented too.
Source retrieved 2026-10-03
- Aisera Agent Composer (Agent Studio) Qualified
MCP is supported in one direction only: Aisera acts as an MCP client consuming external servers' tools, capped at ten per tenant, and no MCP server endpoint is documented for another agent to query Aisera.
Source retrieved 2026-09-24
- Amplemarket Yes
A production MCP server lets another agent search, enrich, build lists and query analytics against your account over OAuth, it is ticked on all three plan columns, and no extra fee applies.
Source retrieved 2026-09-10
- Antigravity CLI Qualified
It is an MCP client: local stdio and remote servers are configured globally or per workspace with per-tool approval, but no MCP server is documented that would let another agent query this CLI.
Source retrieved 2026-09-10
- API.market Yes
Every marketplace API is automatically an MCP server on a published URL pattern, with each endpoint turned into a named MCP tool and authenticated by the same key.
Source retrieved 2026-10-03
- Argorant Yes
A hosted streamable-HTTP MCP server with OAuth 2.1 and PKCE exposes search, counts, previews, reveals and exports as tools another agent can call.
Source retrieved 2026-09-26
- Artisan Yes
Artisan publishes an MCP server URL that exposes 30 tools to an MCP client, available on every plan and authenticated by sign-in rather than an API key, though the vendor labels the connector an early feature.
Source retrieved 2026-09-10
- AudioCodes Live Hub Yes
The AI Agents service exposes its own MCP server over streamable HTTP so another agent can create agents, run test suites and inspect conversations, with an optional read-only mode.
Source retrieved 2026-09-24
- Augment Code Yes
Context Engine is exposed to other agents over MCP (local stdio or hosted HTTP), and MCP tools are on both plans.
Source retrieved 2026-09-02
- AutoGen Qualified
AutoGen consumes MCP servers as agent tools through McpWorkbench, but the docs do not describe exposing an AutoGen agent as an MCP server another agent could query.
Source retrieved 2026-09-19
- Bland Yes
Bland hosts a remote MCP server so another agent can place calls, read transcripts and manage pathways with an API key.
Source retrieved 2026-09-11
- Bolt Qualified
MCP runs one way only: Bolt is a client that connects out to Notion, Linear, GitHub or custom servers, and exposes no MCP server another agent could call.
Source retrieved 2026-09-11
- Botpress Yes
Helpdesk operations are exposed as MCP tools for Claude Code, Claude Desktop and Cursor, and in the other direction an agent can call tools from an MCP server you configure.
Source retrieved 2026-09-02
- Botsify Yes
MCP runs both ways: agents consume MCP integrations to reach connected apps, and a finished agent can itself be exposed as an MCP server that another AI system calls.
Source retrieved 2026-09-13
- Browserbase Yes
Hosted MCP server at mcp.browserbase.com gives MCP clients browser automation via Stagehand.
Source retrieved 2026-09-02
- Cartesia Yes
A hosted MCP server (mcp.cartesia.ai) exposes tools for TTS, STT, voices, cloning and credit usage to another agent.
Source retrieved 2026-09-02
- Claude Agent SDK Qualified
The agent is a full MCP client over stdio, HTTP/SSE and in-process servers; the docs describe no way to expose your agent as an MCP server another agent could query.
Source retrieved 2026-09-02
- Claude Code Yes
claude mcp serve exposes Claude Code as a stdio MCP server other clients connect to; it is also an MCP client for external servers.
Source retrieved 2026-09-02
- Cline Qualified
Cline is an MCP client - you attach local or remote servers to it, and a marketplace lists them - but the vendor documents no MCP server exposing Cline itself to another agent.
Source retrieved 2026-09-12
- Codex CLI Qualified
Codex is an MCP client for local and remote servers, but exposing Codex itself as an MCP server is deprecated in favour of the app server.
Source retrieved 2026-09-02
- Crescendo Qualified
MCP runs the other way round: Crescendo's assistants act as clients against third-party MCP servers such as Shopify's, and no Crescendo MCP server is published for outside agents to query.
Source retrieved 2026-09-12
- Cresta Qualified
MCP is supported in the outbound direction, letting Cresta agents reach your CRM, billing and scheduling tools; nothing states that an external agent can query Cresta through an MCP server.
Source retrieved 2026-09-13
- CrewAI Yes
Both plans can publish a built workflow as an MCP server so other agents can call it, and agents can equally consume any external MCP server as tooling.
Source retrieved 2026-09-13
- Cursor Qualified
MCP is inbound only: Cursor is the client that connects to MCP servers. Another agent drives Cursor over ACP (agent acp) or the SDKs, not by querying an MCP endpoint Cursor exposes.
Source retrieved 2026-09-02
- Decagon Qualified
MCP is supported as the way Decagon's agent reaches your systems; no page says Decagon exposes an MCP server another agent could query.
Source retrieved 2026-09-14
- Deepgram Voice Agent API Qualified
Two MCP servers exist, one built into the dg CLI and an HTTP docs server, but the CLI server's published tool list is transcription, synthesis, text analysis, model listing and usage. Nothing exposes running or querying a voice agent over MCP.
Source retrieved 2026-09-02
- Devin Yes
An authenticated MCP server at mcp.devin.ai lets any MCP client create sessions, query repositories and manage playbooks.
Source retrieved 2026-09-02
- Devin Desktop Qualified
Devin Desktop is an MCP client that consumes servers with per-tool approval; the server another agent can query is the Devin platform's, at mcp.devin.ai, not the desktop session.
Source retrieved 2026-09-03
- Dify Yes
Any app can be exposed as an MCP server from its Access Point tab; the URL carries credentials and can be regenerated.
Source retrieved 2026-09-02
- Dust Yes
Dust publishes a remote MCP server per region so another agent can query workspace knowledge, conversations and files over OAuth, with admins able to disable it.
Source retrieved 2026-10-01
- ElevenLabs Agents Yes
A hosted, OAuth-authenticated MCP server lets another assistant create, edit, cost-estimate and read the transcripts of your agents; per-region URLs exist for isolated workspaces.
Source retrieved 2026-09-02
- Elicit Qualified
Elicit runs a hosted MCP server with OAuth 2.0 so another agent can query it directly, exposing the full API surface, but the entitlement begins at Pro rather than the free plan.
Source retrieved 2026-09-14
- Faceless.so Qualified
Both a remote streamable-HTTP server and a local stdio server expose 28 operations as tools, with OAuth or key auth, but it depends on the API access sold from Ultra upward.
Source retrieved 2026-10-03
- Factory Qualified
Droid is an MCP client over stdio/http/sse and can be driven by another program over JSON-RPC or ACP, but no Factory-hosted MCP server is documented.
Source retrieved 2026-09-02
- Fin Yes
MCP runs both ways: Fin reaches business tools through MCP connectors, and an Intercom MCP server lets outside AI systems read the conversation data Fin produces.
Source retrieved 2026-09-18
- Firecrawl Yes
An official hosted MCP server accepts OAuth sign-in, API keys or keyless daily-limited access, so another agent can query Firecrawl directly.
Source retrieved 2026-09-24
- GC AI Yes
GC AI runs its own remote MCP server exposing twenty tools over OAuth, so another agent can query and act in the account; it is public beta and off until an org admin turns it on.
Source retrieved 2026-09-14
- Gemini Code Assist Qualified
Code Assist is an MCP client, not an MCP server: agent mode connects to local and remote MCP servers in both VS Code and JetBrains, but nothing exposes Code Assist for another agent to query.
Source retrieved 2026-09-02
- GitHub Copilot Qualified
Another agent can start a Copilot cloud session through the remote GitHub MCP Server, on paid plans only; separately, Copilot consumes third-party MCP servers on every plan.
Source retrieved 2026-09-02
- Glean Yes
A remote Glean MCP server exposes Glean tools and agents to other AI hosts; Glean can also consume external MCP servers.
Source retrieved 2026-09-02
- Google Agent Development Kit (ADK) Yes
MCP works in both directions: agents consume external MCP servers as tools, and you can wrap ADK tools in an MCP server that any other MCP client can call.
Source retrieved 2026-09-15
- goose Qualified
goose is primarily an MCP client that consumes 70+ extensions, and its CLI can run an enabled MCP server; another agent drives goose itself over ACP rather than through a goose-provided MCP server.
Source retrieved 2026-09-16
- GPT Researcher Yes
The official gptr-mcp server exposes deep_research, quick_search, write_report and source tools over stdio, SSE and Streamable HTTP.
Source retrieved 2026-09-16
- Gumloop Yes
Gumloop runs a remote MCP server exposing dozens of tools so another agent can list agents, run sessions and search Company Brain; MCP is a Pro-and-above line item.
Source retrieved 2026-09-30
- HOL Guard Yes
HOL publishes a Guard Cloud MCP endpoint over Streamable HTTP with OAuth metadata, so another agent can query it.
Source retrieved 2026-09-29
- jobfinder-ai Yes
A stateless Streamable HTTP MCP server exposes three read-only tools for job and company search, unauthenticated, so another agent can query the inventory but cannot act.
Source retrieved 2026-09-14
- Juggler Qualified
Juggler is a full MCP client — local stdio or remote HTTP/SSE servers, header auth, per-tool allow and deny lists, and inspectable handoffs — but it publishes no MCP server of its own, so another agent cannot query Juggler this way.
Source retrieved 2026-09-17
- Junie Qualified
MCP runs one way only: Junie consumes external MCP servers as a client. Another program reaches it through ACP instead, and no MCP server exposing Junie is documented.
Source retrieved 2026-09-18
- Kalyvox Qualified
Another AI can query Kalyvox through the ChatGPT connector, included from Solo, but it is read-only and scoped to authorised data categories; the vendor documents no MCP server, and its own REST API is the only other programmatic route.
Source retrieved 2026-09-26
- Kilo Code Yes
First-class MCP client with a marketplace and private org servers.
Source retrieved 2026-09-02
- LangChain Yes
Agents can be exposed as MCP servers on every plan including the free one, and can themselves consume tools from remote MCP servers; LangSmith also publishes its own MCP server.
Source retrieved 2026-09-18
- Langflow Yes
Each Langflow project is exposed as an MCP server whose flows appear to clients as tools, over streamable HTTP with SSE fallback and optional API-key authentication.
Source retrieved 2026-09-25
- LangGraph Yes
A deployed agent can be exposed as an MCP server, so another agent can call it; the plan table checks this row on Developer, Plus and Enterprise alike.
Source retrieved 2026-09-02
- Lead Scorer Yes
MCP is the architecture rather than an add-on: the vendor states every feature ships as a tool, included on every plan including the free one, with the same credits and the same approval gate.
Source retrieved 2026-09-18
- Lindy Qualified
MCP runs inbound only: you point Lindy at a hosted MCP server and it builds an action per published tool, with per-connection sharing and approval settings. Lindy publishes no MCP server of its own for another agent to query.
Source retrieved 2026-09-19
- LiveKit Agents Qualified
The agent is the MCP client: it consumes tools from remote HTTP or local stdio MCP servers, Python only. LiveKit does not expose a running agent as an MCP server for another agent to query.
Source retrieved 2026-09-02
- LlamaIndex Yes
Hosted MCP server with OAuth exposes parse, classify, extract, split and index tools to any MCP client, in NA and EU.
Source retrieved 2026-09-02
- LuMay Qualified
MCP is real and native but gated: five servers from the Growth plan and unlimited on Enterprise, while the Basic and Starter cards show it struck through.
Source retrieved 2026-09-09
- Manus Qualified
Manus is an MCP client (prebuilt MCP connectors on every plan plus your own custom MCP servers), but no Manus-hosted MCP server another agent could query is documented; the REST API is the way in.
Source retrieved 2026-09-19
- Mastra Yes
Both directions: MCPClient consumes external MCP servers, and MCPServer publishes your agents, tools and workflows to other MCP clients over stdio or HTTP.
Source retrieved 2026-09-02
- Maven AGI Yes
Maven supports Model Context Protocol as a client: a team pastes an MCP server URL and configures access in the UI, though the vendor routes activation through your assigned CX manager rather than open self-serve setup.
Source retrieved 2026-09-25
- Microsoft Agent Framework Qualified
Another agent can reach yours over MCP or A2A, but the Python hosting packages that expose those endpoints are prerelease, and you must build and secure the server yourself.
Source retrieved 2026-09-19
- MindStudio Yes
You can register published agents on a MindStudio-hosted MCP server, so another LLM or agent client can invoke them as tools over an authenticated remote endpoint.
Source retrieved 2026-09-20
- Moveworks Qualified
MCP Workspace lets admins connect remote MCP servers so the assistant can call their tools, but it is limited-availability, server-level only, and local servers are unsupported.
Source retrieved 2026-09-20
- Muse Code Qualified
Muse Code is an MCP client — it connects stdio and streamable-HTTP servers, with OAuth sign-in — but the vendor documents no MCP server exposing Muse Code to another agent.
Source retrieved 2026-09-20
- n8n Yes
Both directions: an instance-level MCP server exposes chosen workflows to external clients, the MCP Server Trigger node turns one workflow into its own server, and the MCP Client Tool calls outside servers.
Source retrieved 2026-09-02
- NeverApply Yes
A remote OAuth MCP server at /mcp exposes read, edit and apply tool groups to any assistant supporting custom connectors, with per-client daily read budgets.
Source retrieved 2026-09-29
- OmniDimension Yes
Two MCP entry points expose every REST endpoint as a tool: a hosted OAuth server and a local stdio package, so another agent can drive calls and campaigns.
Source retrieved 2026-09-09
- OpenAI Agents SDK (Python) Qualified
The SDK acts as an MCP client across stdio, SSE, Streamable HTTP and hosted transports, so agents can consume MCP tools; no documentation describes exposing the SDK itself as an MCP server another agent could query.
Source retrieved 2026-09-20
- OpenAI Realtime API Qualified
A Realtime session is an MCP client that calls remote MCP servers and OpenAI connectors itself, but the vendor publishes no MCP server that would let another agent query the Realtime API.
Source retrieved 2026-09-02
- OpenClaw Yes
MCP works both directions: OpenClaw connects to third-party MCP servers over stdio, SSE or streamable HTTP, and can itself serve as an MCP server to another client.
Source retrieved 2026-09-21
- OpenCode Qualified
It consumes local and remote MCP servers as a client, but the vendor documents no MCP server of its own for other agents to query.
Source retrieved 2026-09-21
- OpenHands Yes
MCP is fully supported on CLI, SDK, local GUI and Cloud, letting the agent consume external tool servers over SSE, SHTTP or stdio.
Source retrieved 2026-09-21
- Perplexity Yes
Perplexity hosts a remote MCP server another agent can query with an API key, and publishes a local stdio server as an alternative.
Source retrieved 2026-09-02
- Pickaxe Yes
Another agent can drive the workspace through a hosted MCP server at a single address, authenticating with a workspace, personal or deployment key, and can run any agent without deploying it first.
Source retrieved 2026-09-09
- PolyAI Yes
Builder MCP exposes build/test/deploy tools and Data MCP exposes transcripts and metrics to any MCP client; agents can also call external MCP servers.
Source retrieved 2026-09-02
- Pydantic AI Qualified
MCP is supported as a client: the MCP capability connects any MCP server's tools into your agent, and the CLI takes an mcpServers config file; the docs I read establish consumption, not your agent being queried as an MCP server.
Source retrieved 2026-09-21
- Relevance AI Yes
A hosted MCP server at mcp.relevanceai.com lets another agent list and run your agents, with OAuth access bounded server-side by the caller's project role.
Source retrieved 2026-09-22
- Replit Agent Yes
Replit runs its own MCP server over streamable HTTP with OAuth, exposing tools that create, update and publish apps from any client.
Source retrieved 2026-09-22
- Retell AI Yes
Retell runs a hosted MCP endpoint authenticated with an API key, exposing agent, call, knowledge-base and QA tools so another assistant can drive the account.
Source retrieved 2026-09-23
- Rox Qualified
'MCP Support' is ticked only in the Enterprise column of the plan comparison (dashes for Individual and Teams); no MCP server URL, tool list or setup guide is published in the docs.
Source retrieved 2026-09-03
- SafeNet Creations Qualified
MCP is central to how SafeNet builds, but as a bespoke server architected for the client in the top enterprise scope, not as a hosted MCP endpoint another agent could query off the shelf.
Source retrieved 2026-09-28
- Salesforce Agentforce Yes
Salesforce hosts MCP servers so external agents can query an org under per-user OAuth, and Agentforce is also an MCP client consuming third-party servers attached in Agent Builder.
Source retrieved 2026-09-03
- SalesTouch Yes
The entire product is a remote MCP server, so any MCP-capable agent can query it once OAuth consent and LinkedIn connection are in place.
Source retrieved 2026-09-25
- SEOmatic Yes
A hosted MCP server is on every plan including Free, with OAuth or key auth, and acting tools unlocked on any paid plan rather than only the top tier.
Source retrieved 2026-10-03
- Sierra Qualified
Agents are exposed over MCP for the ChatGPT Apps channel; a general MCP server other agents may query is not documented publicly.
Source retrieved 2026-09-26
- Sim Yes
Two directions: workflows are published as MCP tools, and external MCP servers can be added as agent tools.
Source retrieved 2026-09-03
- SkaleAgents Yes
A hosted MCP server at one URL exposes four named review tools over OAuth, so another agent can call the scans and architecture reviews directly.
Source retrieved 2026-10-03
- SkipCalls Qualified
SkipCalls acts as an MCP client (it connects out to your MCP servers and discovers their tools), but the vendor publishes no MCP server through which another agent could query SkipCalls itself.
Source retrieved 2026-09-26
- StackAI Yes
A hosted MCP server lets another assistant list, read, run and edit your workflows after an OAuth sign-in, and a MCP node lets your agents call outside MCP servers.
Source retrieved 2026-09-09
- Synthflow Yes
A hosted MCP server in three regions exposes agent, call and knowledge-base tools to MCP clients.
Source retrieved 2026-09-03
- Tale Yes
Tale serves its own MCP endpoint over HTTPS JSON-RPC so an external agent can discover tools, retrieve knowledge and run automations.
Source retrieved 2026-10-03
- TecAdRise Qualified
The vendor publishes an MCP server card for its own site and wires MCP servers into client agents, but the declared SSE endpoint answered HTTP 502 when I requested it on 12 September 2026.
Source retrieved 2026-09-12
- TelEcho Yes
TelEcho documents a native MCP integration letting an agent inside ChatGPT or Claude define and configure TelEcho agents; no server address, tool inventory or auth flow is published to verify scope.
Source retrieved 2026-09-16
- Telnyx Voice AI Agents Yes
MCP works in both directions: a hosted Telnyx MCP endpoint lets another agent drive the account, and external MCP servers can be attached as tools to an assistant.
Source retrieved 2026-09-09
- TinyFish Yes
Hosted MCP server with OAuth 2.1 exposes automation, search, fetch, browser-session and wallet tools.
Source retrieved 2026-09-03
- UiPath Agent Builder Yes
Both directions are documented: an agent can add external MCP servers as tools, and a UiPath MCP Server exposes deployed agents and automations as tools at a URL the docs say external MCP clients connect to.
Source retrieved 2026-09-03
- Undermind Yes
A hosted MCP server at mcp.undermind.ai exposes deep search, PDF reading and workspace tools, and the Free plan row already includes agent connection.
Source retrieved 2026-09-26
- Unify Yes
An official MCP server exposes the same agent as Unify Chat to external assistants, with no separate charge beyond existing credits.
Source retrieved 2026-09-27
- Vapi Yes
A hosted MCP server exposes assistants, calls and numbers to another agent, and assistants can also call external MCP servers.
Source retrieved 2026-09-03
- Vecbase Yes
Another agent can drive Vecbase over MCP: the CLI installs MCP contracts and per-client server entries for Codex, Claude Code, Cursor, Gemini CLI, Copilot and OpenClaw.
Source retrieved 2026-09-27
- Vellum Qualified
Vellum is an MCP client: it connects to MCP servers added in settings or shipped by plugins, but the docs describe no MCP server through which another agent could query the assistant.
Source retrieved 2026-09-27
- VeraDial Yes
A remote MCP server lets any MCP client read that customer's calls, transcripts, texts and usage over OAuth, included on every plan at no extra charge, but it cannot write anything.
Source retrieved 2026-09-22
- VoiceAgents Qualified
MCP is named as a mechanism for the customer's agent to reach external systems, and as a Starter plan bullet; no MCP server is documented for another agent to query, and the developer docs and OpenAPI spec never mention MCP.
Source retrieved 2026-09-03
- Warmly Yes
OAuth MCP server with three read-only tools plus a credit-balance tool, callable by any MCP client.
Source retrieved 2026-09-03
- Warp Qualified
Warp is a mature MCP client for local and cloud agents. Being queried by another agent works only through the hosted Factory MCP server, which is inside Warp Factories Early Access.
Source retrieved 2026-09-03
- Webhound Yes
MCP is the vendor's stated default interface, letting any MCP client start a run and read back structured results without a person in the loop.
Source retrieved 2026-09-27
- Xquik Yes
A first-party MCP server at xquik.com/mcp exposes 119 routes to authenticated clients, plus a separate docs MCP server, with OAuth 2.1 or an API-key fallback.
Source retrieved 2026-10-03
- Zendesk AI agents Qualified
Zendesk is an MCP client: AI agents can call tools on external MCP servers from Suite Growth / Support Team upward. No vendor-documented MCP server exposing the AI agents to other agents.
Source retrieved 2026-09-03
- zot Qualified
MCP is deliberately absent from the binary and is framed as something to skip; reaching MCP servers requires installing a third-party bridge extension you must review and trust yourself.
Source retrieved 2026-09-28
The population
143 listings in this index are Published. This is the population as of 2026-10-03. 143 of the 143 published listings in this index carry a settled answer for “MCP server”. That row asks: Can an agent query it directly? Every listing in the index is settled on this row, so nothing is left out.
Findings
-
70 of the 143 settled listings answer “Yes” for “MCP server”. That is 49% of the settled set.
-
46 of the 143 settled listings answer “Qualified” for “MCP server”. That is 32% of the settled set.
-
11 of the 143 settled listings answer “No” for “MCP server”. That is 8% of the settled set.
-
2 of the 143 settled listings answer “Does not apply” for “MCP server”. That is 1% of the settled set.
-
14 of the 143 settled listings answer “Not established” for “MCP server”. That is 10% of the settled set.
1 of those yes answers is Maven AGI, which still answers yes for “MCP server”. Its listing carries the stored answer and links to the source recorded for it. This is one worked example, not an independent audit of every source in the census.
What we counted, and how
Each figure above is a count over the “MCP server” row of the listing datasheet, taken from the same stored answer the listing page renders. The denominator is the 143 listings whose answer is settled, meaning one of yes, qualified, no, does not apply, not established. On this row that is the whole index, because every listing has a recognised stored answer. Every number here is stored with the read-only query that reproduces it and re-run every sixty seconds against the live corpus, so a figure that stops reproducing surfaces as drift rather than as a stale sentence nobody notices. Our full method covers how a datasheet row is settled in the first place.
Limitations
This counts stored datasheet answers, not independently tested capabilities. A sourced answer can record a vendor statement or our reading of published evidence; this census does not re-fetch those sources. “Not established” means we have not established an answer. That can reflect vendor nondisclosure, blocked evidence, or unfinished research, not a no. An absent or unrecognised answer is excluded rather than treated as a researched finding. The figures are restated when the stored corpus changes; the date above is the count used for this published version, not a new verification of the vendors.
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