Provides tools for interacting with the Hugging Face Hub, including searching models, listing GGUF files, checking model fit, estimating VRAM requirements, and accessing a built-in GPU catalog.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@MeshVault Connectors estimate VRAM to run Llama 3 8B at Q4"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Remote MCP server that gives ChatGPT, Claude and Gemini read-only tools in four groups. One deployable service (Vercel Function + static site), Streamable HTTP, OAuth 2.1 or API key, free tier, Pro plan through Stripe.
Group | Tools | Source |
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| Protocol Guide public site API (read only) |
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| JudgeFinder JSON API |
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| CMS NPPES NPI Registry, FDA openFDA |
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| Hugging Face Hub plus built-in VRAM math |
Every tool is annotated read-only. EMS results are education and reference, not medical direction; health data is not medical advice; legal data is not legal advice. Each response repeats the notice.
Server URL: https://thefiredev.com/mcp (landing page, docs and pricing: https://thefiredev.com/connectors)
# Claude Code
claude mcp add --transport http meshvault https://thefiredev.com/mcp --header "Authorization: Bearer $MESHVAULT_API_KEY"
# Codex CLI (~/.codex/config.toml)
# [mcp_servers.meshvault]
# url = "https://thefiredev.com/mcp"
# bearer_token_env_var = "MESHVAULT_API_KEY"Claude and ChatGPT custom connectors use OAuth: add the URL, and the sign-in page asks for a key or creates a free one. /mcp/try needs no credentials and allows 10 calls a day per network. Gemini CLI: gemini extensions install https://github.com/thefiredev-cloud/meshvault-connectors (set MESHVAULT_API_KEY).
Related MCP server: MCP Healthcare Server
Plan | Calls per UTC day | Price |
Anonymous ( | 10 | free |
Free key | 100 | free |
Pro | 5,000 | $19 / month (Stripe Checkout) |
Only tools/call counts. Calls rejected for bad input or failed by an upstream outage are refunded.
api/index.ts Vercel Function entry (all dynamic routes, via vercel.json rewrites)
src/app.ts Hono routes: /mcp, /mcp/try, /oauth/*, /api/*, /billing/success, webhook
src/mcp.ts Stateless MCP server per request, quota + error handling around every tool
src/oauth.ts OAuth 2.1: DCR (stateless signed client_id), code + PKCE S256, rotating refresh tokens
src/keys.ts API keys (sha256 at rest), one-time sealed reveal after purchase
src/quota.ts Per-day counters with compare-and-swap
src/store.ts Private Vercel Blob store (ETag CAS), file and memory stores for dev and tests
src/billing.ts Checkout, portal, webhook: issue / upgrade / revoke / downgrade keys, idempotent
src/tools/*.ts The four tool groups
public/ Landing page, docs, privacy, termsState lives in one private Vercel Blob store (keys/, usage/, customers/, events/, oauth/). Writes use ETag compare-and-swap, so concurrent calls cannot overspend a quota.
Checkout with an existing key upgrades that key. Cancellation downgrades it to Free.
Checkout without a key issues a new Pro key, shown once on the confirmation page (sealed with AES-256-GCM for 24 hours). Cancellation revokes it.
Fulfillment runs from both the webhook and the confirmation page and is idempotent.
Webhook events handled: checkout.session.completed, checkout.session.async_payment_succeeded, customer.subscription.updated, customer.subscription.deleted.
pnpm install
pnpm test # unit and integration tests (MemoryStore, fake Stripe, real MCP SDK client)
pnpm typecheck
pnpm dev # http://127.0.0.1:8787 with a file-backed store
pnpm exec tsx scripts/smoke.ts http://127.0.0.1:8787 # calls all 18 tools like a customerEnvironment variables are listed in .env.example. Use Stripe test-mode keys until you intentionally go live; stripe listen --forward-to localhost:8787/api/stripe/webhook gives a local webhook secret.
Two supported shapes:
Own Vercel project. Import this repo (framework: Other; settings are in vercel.json), add a private Blob store, set the variables from .env.example, add the webhook endpoint https://<host>/api/stripe/webhook for the four events above.
Mounted in another site (how thefiredev.com runs it). node scripts/export-mount.mjs --out <host repo> --prefix /connectors writes one bundled Vercel Function (api/connectors.js), the static pages under public/connectors/, and connectors.rewrites.json for the host's vercel.json. The host sets CONNECTORS_* variables (CONNECTORS_APP_SECRET, CONNECTORS_PUBLIC_BASE_URL, CONNECTORS_LANDING_PATH, CONNECTORS_STRIPE_SECRET_KEY, CONNECTORS_STRIPE_PRICE_PRO, CONNECTORS_STRIPE_WEBHOOK_SECRET) and a Blob store connected with variable prefix CONNECTORS_BLOB. The service owns /mcp, /oauth/*, /.well-known/oauth-*, /billing/*, /api/keys, /api/usage, /api/checkout, /api/billing, /api/stripe, /health.
Then publish server.json with mcp-publisher.
MIT. Data from third-party sources keeps its own terms; see each source.
This server cannot be deployed
US public-records intelligence for AI agents — companies, SEC, courts, spending, licenses.
US government data as clean JSON for AI agents: SAM.gov contract opportunities, USAspending awards, Grants.gov grants, House STOCK Act trades, and SEC EDGAR filings (Form 4 insider trades, 8-K events, 13F holdings, 13D/G stakes, XBRL fundamentals, 10-K/10-Q sections). 19 read-only tools. Data is as fresh as each source publishes; congressional trades lag up to 45 days and report dollar ranges (House only). Free tier, no card.
Search and read public data from X/Twitter, Reddit, YouTube, Instagram, TikTok, Facebook, Threads, Bluesky, Trustpilot, Amazon, Google Maps, news, forums and the web. 90+ read-only tools plus ready-made research playbooks (lead finding, brand monitoring, review mining). Hosted: connect with an API key; 50 free requests per endpoint each month.
17 Base data tools for agents over Streamable HTTP MCP. Pay per call in USDC via x402; no API key.
