Deepseek Harness
Deepseek Harness is a public MCP server maintained by Deepseek Ai.
No account. This emails [email protected] to verify ownership or update this listing.
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Long-tail and emerging MCP servers: unreviewed, community-submitted, help us verify. 41,761 listings are not indexed. 236 have graduated to an indexed fact sheet.
236 servers have graduated to an indexed fact sheet.
These listings are unreviewed. They were collected from the registry and from public repositories, or sent in by the community, and they do not yet have enough checked install detail or test data for an indexed page. When a maintainer adds that data, the server graduates. The page at its own URL, when it already has one, stays in place either way.
A server is indexed only when it has a pinned install and a score of at least 40. A pinned install is a package with a version, an OCI image tag other than latest, a remote URL, or a reference install command. The score adds 16 points for a unique description of at least 60 characters (plus 6 at 100 characters and 4 at 140). Harvest text that says “official registry” or “Declared transport” scores zero for description. Install is 18 points, plus 4 when two install forms are present, plus 4 when a secret or required header, environment variable, or argument is declared. Vendor is 8 points and reference is 10. GitHub stars add 4 at 50, 8 at 200, 16 at 1,000, and 22 at 5,000. A verified initialize and tools/list probe is 16 points. Any other recorded probe is 6. Repository, license, last commit, and website add 1 each. One substance signal is also required: the unique description, at least 1,000 GitHub stars, a verified probe, or reference-server status. At most 300 servers are indexed. Past that line, the highest scores stay, with ties broken by GitHub stars, then description length, then slug. Payment, Featured, and Sponsored are not part of this score and do not add points. A paid server that does not clear the score stays in the vault. Paid listings (Sponsored, then Featured) are still displayed first on every list that includes them, marked Advertisement. Organic listings follow, sorted by GitHub stars. Paying doesn't change a server's GitHub stars, third-party ratings, Verified status, or listing data.
Email the install docs or the test data to [email protected]. There is no account. That message verifies ownership or updates the listing. Paying doesn't change a server's GitHub stars, third-party ratings, Verified status, or listing data.
The 12 vault listings with the newest stored last_commit. The catalog does not keep a separate discovery timestamp. Every row was checked 2026-10-17. Paid listings (Sponsored, then Featured) appear first, marked Advertisement. The other rows are the newest stored last-commit dates.
Page 1 of 418. A fact sheet that already exists keeps its URL. This hub does not replace it.
Search and the category filter run in the browser and cover the whole vault. Without JavaScript, use the page links. Each page lists 100 servers.
Deepseek Harness is a public MCP server maintained by Deepseek Ai.
No account. This emails [email protected] to verify ownership or update this listing.
N8n is a public MCP server maintained by N8n Io.
No account. This emails [email protected] to verify ownership or update this listing.
Pi is a public MCP server maintained by Earendil Works.
No account. This emails [email protected] to verify ownership or update this listing.
Caveman is a public MCP server maintained by Juliusbrussee.
No account. This emails [email protected] to verify ownership or update this listing.
Storybook is a public MCP server maintained by Storybookjs.
No account. This emails [email protected] to verify ownership or update this listing.
Openbb is a public MCP server maintained by Openbb Finance.
No account. This emails [email protected] to verify ownership or update this listing.
Penpot is a public MCP server maintained by Penpot.
No account. This emails [email protected] to verify ownership or update this listing.
Codebase Memory is Deusdata's MCP server in the official registry (io.github.DeusData/codebase-memory-mcp). Declared transport: stdio (local, mcpb).
No account. This emails [email protected] to verify ownership or update this listing.
Chakra Ui is a public MCP server maintained by Chakra Ui.
No account. This emails [email protected] to verify ownership or update this listing.
Copilotkit is a public MCP server maintained by Copilotkit.
No account. This emails [email protected] to verify ownership or update this listing.
Mantine is a public MCP server maintained by Mantinedev.
No account. This emails [email protected] to verify ownership or update this listing.
Better Auth is a public MCP server maintained by Better Auth.
No account. This emails [email protected] to verify ownership or update this listing.
Karakeep is a public MCP server maintained by Karakeep App.
No account. This emails [email protected] to verify ownership or update this listing.
Agentmemory is a public MCP server maintained by Rohitg00.
No account. This emails [email protected] to verify ownership or update this listing.
Mastra is a public MCP server maintained by Mastra Ai.
No account. This emails [email protected] to verify ownership or update this listing.
Llm Council is a public MCP server maintained by Karpathy.
No account. This emails [email protected] to verify ownership or update this listing.
Theia is a public MCP server maintained by Eclipse Theia.
No account. This emails [email protected] to verify ownership or update this listing.
Json Render is a public MCP server maintained by Vercel Labs.
No account. This emails [email protected] to verify ownership or update this listing.
React Spectrum is a public MCP server maintained by Adobe.
No account. This emails [email protected] to verify ownership or update this listing.
Typescript Sdk is a public MCP server maintained by Modelcontextprotocol.
No account. This emails [email protected] to verify ownership or update this listing.
Plantuml is a public MCP server maintained by Plantuml.
No account. This emails [email protected] to verify ownership or update this listing.
Assistant Ui is a public MCP server maintained by Assistant Ui.
No account. This emails [email protected] to verify ownership or update this listing.
Knip is a public MCP server maintained by Webpro Nl.
No account. This emails [email protected] to verify ownership or update this listing.
Kubeshark is Kubeshark's MCP server in the official registry (io.github.kubeshark/mcp). Declared transport: stdio (local, mcpb).
No account. This emails [email protected] to verify ownership or update this listing.
Phoenix is a public MCP server maintained by Arize Ai.
No account. This emails [email protected] to verify ownership or update this listing.
Camofox Browser is a public MCP server maintained by Jo Inc.
No account. This emails [email protected] to verify ownership or update this listing.
Inspector is a public MCP server maintained by Modelcontextprotocol.
No account. This emails [email protected] to verify ownership or update this listing.
Voltagent is a public MCP server maintained by Voltagent.
No account. This emails [email protected] to verify ownership or update this listing.
Instant is a public MCP server maintained by Instantdb.
No account. This emails [email protected] to verify ownership or update this listing.
mcp is a public MCP server maintained by Awslabs.
No account. This emails [email protected] to verify ownership or update this listing.
Harness Sdk is a public MCP server maintained by Strands Agents.
No account. This emails [email protected] to verify ownership or update this listing.
Webiny Js is a public MCP server maintained by Webiny.
No account. This emails [email protected] to verify ownership or update this listing.
X402 is a public MCP server maintained by X402 Foundation.
No account. This emails [email protected] to verify ownership or update this listing.
Genkit is a public MCP server maintained by Genkit Ai.
No account. This emails [email protected] to verify ownership or update this listing.
Genkit is a public MCP server maintained by Firebase.
No account. This emails [email protected] to verify ownership or update this listing.
Agent Governance Toolkit is a public MCP server maintained by Microsoft.
No account. This emails [email protected] to verify ownership or update this listing.
Panda is a public MCP server maintained by Chakra Ui.
No account. This emails [email protected] to verify ownership or update this listing.
Likec4 is a public MCP server maintained by Likec4.
No account. This emails [email protected] to verify ownership or update this listing.
Mui X is a public MCP server maintained by Mui.
No account. This emails [email protected] to verify ownership or update this listing.
Ark is a public MCP server maintained by Chakra Ui.
No account. This emails [email protected] to verify ownership or update this listing.
Aidlc Workflows is a public MCP server maintained by Awslabs.
No account. This emails [email protected] to verify ownership or update this listing.
Fallow is a public MCP server maintained by Fallow Rs.
No account. This emails [email protected] to verify ownership or update this listing.
Memlab is a public MCP server maintained by Facebook.
No account. This emails [email protected] to verify ownership or update this listing.
Langwatch is a public MCP server maintained by Langwatch.
No account. This emails [email protected] to verify ownership or update this listing.
Unity is Ivanmurzak's MCP server in the official registry (io.github.IvanMurzak/Unity-MCP). Declared transport: stdio (local, oci).
No account. This emails [email protected] to verify ownership or update this listing.
Firebase Tools is Firebase's MCP server in the official registry (io.github.firebase/firebase-mcp). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Basic Memory is Basicmachines Co's MCP server in the official registry (io.github.basicmachines-co/basic-memory). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Excel MCP Server is Haris Musa's MCP server in the official registry (io.github.haris-musa/excel-mcp-server). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Kubefwd is Txn2's MCP server in the official registry (io.github.txn2/kubefwd). Declared transport: stdio (local, mcpb).
No account. This emails [email protected] to verify ownership or update this listing.
NotFair-GoogleAds is Nowork Studio's MCP server in the official registry (io.github.nowork-studio/notfair). Declared transport: Streamable HTTP (remote).
No account. This emails [email protected] to verify ownership or update this listing.
React is a public MCP server maintained by Primer.
No account. This emails [email protected] to verify ownership or update this listing.
Linkedin is a public MCP server maintained by Stickerdaniel.
No account. This emails [email protected] to verify ownership or update this listing.
Dembrandt is Dembrandt's MCP server in the official registry (io.github.dembrandt/dembrandt). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Wa Automate Nodejs is a public MCP server maintained by Open Wa.
No account. This emails [email protected] to verify ownership or update this listing.
Davinci Resolve is a public MCP server maintained by Samuelgursky.
No account. This emails [email protected] to verify ownership or update this listing.
RevoGrid DataGrid MCP Pro is Revolist's MCP server in the official registry (io.github.revolist/revogrid-mcp-pro). Declared transport: Streamable HTTP (remote).
No account. This emails [email protected] to verify ownership or update this listing.
Sem is Ataraxy Labs's MCP server in the official registry (io.github.Ataraxy-Labs/sem). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Claude Code Explorer MCP is Divu2025's MCP server in the official registry (io.github.divu2025/codemaster). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
LINQ to DB is Linq2db's MCP server in the official registry (io.github.linq2db/linq2db.cli). Declared transport: stdio (local, nuget).
No account. This emails [email protected] to verify ownership or update this listing.
Cortex is a public MCP server maintained by Cortex Docs.
No account. This emails [email protected] to verify ownership or update this listing.
ShipSwift is Signerlabs's MCP server in the official registry (io.github.signerlabs/shipswift). Declared transport: Streamable HTTP (remote).
No account. This emails [email protected] to verify ownership or update this listing.
Arxiv is Blazickjp's MCP server in the official registry (io.github.blazickjp/arxiv-mcp-server). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Ai is a public MCP server maintained by Tanstack.
No account. This emails [email protected] to verify ownership or update this listing.
Shadcn Ui is a public MCP server maintained by Jpisnice.
No account. This emails [email protected] to verify ownership or update this listing.
Argent is Software Mansion's MCP server in the official registry (io.github.software-mansion/argent). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Ext Apps is a public MCP server maintained by Modelcontextprotocol.
No account. This emails [email protected] to verify ownership or update this listing.
Thesvg is a public MCP server maintained by Glincker.
No account. This emails [email protected] to verify ownership or update this listing.
jCodemunch MCP is Jgravelle's MCP server in the official registry (io.github.jgravelle/jcodemunch-mcp). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
invisible_playwright_mcp is Feder Cr's MCP server in the official registry (io.github.feder-cr/invisible-playwright-mcp). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Excalidraw is a public MCP server maintained by Yctimlin.
No account. This emails [email protected] to verify ownership or update this listing.
kordoc is Chrisryugj's MCP server in the official registry (io.github.chrisryugj/kordoc). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Nitrostack is a public MCP server maintained by Nitrocloudofficial.
No account. This emails [email protected] to verify ownership or update this listing.
Open Computer Use is a public MCP server maintained by Ifuryst.
No account. This emails [email protected] to verify ownership or update this listing.
PaperBanana is Llmsresearch's MCP server in the official registry (io.github.llmsresearch/paperbanana). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Memanto is Moorcheh Ai's MCP server in the official registry (io.github.moorcheh-ai/memanto). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Usertour MCP Server is Usertour's MCP server in the official registry (io.github.usertour/mcp). Declared transport: Streamable HTTP (remote).
No account. This emails [email protected] to verify ownership or update this listing.
Gemini Tool is a public MCP server maintained by Jamubc.
No account. This emails [email protected] to verify ownership or update this listing.
Mindwtr is Dongdongbh's MCP server in the official registry (io.github.dongdongbh/mindwtr). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Inspector is a public MCP server maintained by Mcpjam.
No account. This emails [email protected] to verify ownership or update this listing.
Claude Real Video is Huangchihhungleo's MCP server in the official registry (io.github.HUANGCHIHHUNGLeo/claude-real-video). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Ios Simulator is a public MCP server maintained by Joshuayoes.
No account. This emails [email protected] to verify ownership or update this listing.
llmwiki is Atomicstrata's MCP server in the official registry (io.github.atomicstrata/llmwiki). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Mysql is a public MCP server maintained by Benborla.
No account. This emails [email protected] to verify ownership or update this listing.
Kubernetes is Containers's MCP server in the official registry (io.github.containers/kubernetes-mcp-server).
No account. This emails [email protected] to verify ownership or update this listing.
Ui Vision is A9t9's MCP server in the official registry (io.github.A9T9/uivision-mcp). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
TypeUI is Bergside's MCP server in the official registry (io.github.bergside/typeui). Declared transport: Streamable HTTP (remote).
No account. This emails [email protected] to verify ownership or update this listing.
Jshookmcp is Vmoranv's MCP server in the official registry (io.github.vmoranv/jshookmcp). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Solana MCP by Vybe is Vybenetwork's MCP server in the official registry (io.github.vybenetwork/solana-mcp-vybe). Declared transport: Streamable HTTP (remote).
No account. This emails [email protected] to verify ownership or update this listing.
Paca is a public MCP server maintained by Paca Ai.
No account. This emails [email protected] to verify ownership or update this listing.
Slack is a public MCP server maintained by Korotovsky.
No account. This emails [email protected] to verify ownership or update this listing.
Docs is a public MCP server maintained by Arabold.
No account. This emails [email protected] to verify ownership or update this listing.
Meigen Ai Design is a public MCP server maintained by Jau123.
No account. This emails [email protected] to verify ownership or update this listing.
IWE is Iwe Org's MCP server in the official registry (io.github.iwe-org/iwe). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
Blitz Mac is Blitzdotdev's MCP server in the official registry (io.github.blitzdotdev/blitz). Declared transport: stdio (local, npm).
No account. This emails [email protected] to verify ownership or update this listing.
MATLAB MCP Server is Matlab's MCP server in the official registry (io.github.matlab/matlab-mcp-server). Declared transport: stdio (local, mcpb).
No account. This emails [email protected] to verify ownership or update this listing.
TerraVision is Patrickchugh's MCP server in the official registry (io.github.patrickchugh/terravision). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Remote is a public MCP server maintained by Geelen.
No account. This emails [email protected] to verify ownership or update this listing.
N8n is a public MCP server maintained by Leonardsellem.
No account. This emails [email protected] to verify ownership or update this listing.
Windbg is Svnscha's MCP server in the official registry (io.github.svnscha/mcp-windbg). Declared transport: stdio (local, pypi).
No account. This emails [email protected] to verify ownership or update this listing.
Kubernetes is a public MCP server maintained by Flux159.
No account. This emails [email protected] to verify ownership or update this listing.