Firecrawl MCP Server vs Tracepass MCP Server

A side-by-side look at the Firecrawl MCP Server and Tracepass MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Firecrawl MCP Server logoFirecrawl MCP ServerSearch & Data Extraction · Local subprocess (stdio)Official Firecrawl server to search the web and scrape, crawl, map, and extract structured data from any site for LLMs. Handles JS-rendered pages, PDFs, and batch jobs; hosted remote MCP with OAuth or self-host.90ExcellentAuth: api key requiredTracepass MCP Server logoTracepass MCP ServerIndustrial & IoT · Local subprocess (stdio)EU Digital Product Passport automation for AI agents. Create products, build and audit DPPs (battery, electronics, textiles, and more), set economic-operator parties, and read or capture GS1 EPCIS 2.0 supply-chain events via the TracePass platform. 6 tools, hosted (https://ai.tracepass.eu/mcp) or local. Install via npx -y tracepass-mcp-server.64GoodAuth: api key required

Verdict: choose Firecrawl MCP Server for search & data extraction work as a local process; choose Tracepass MCP Server for industrial & iot as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Firecrawl MCP Server logoChoose Firecrawl MCP Server when

  • You need dedicated capabilities in the Search & Data Extraction domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: FIRECRAWL_API_KEY, HTTP_STREAMABLE_SERVER, FIRECRAWL_NO_SEARCH_FEEDBACK, FIRECRAWL_NO_ENDPOINT_FEEDBACK.
  • You want tools like firecrawl_scrape, firecrawl_map, firecrawl_search.
Explore Firecrawl MCP Server

Tracepass MCP Server logoChoose Tracepass MCP Server when

  • You need dedicated capabilities in the Industrial & IoT domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: TRACEPASS_API_KEY, TRACEPASS_BASE_URL.
  • You want tools like tracepass_products, tracepass_passports, tracepass_passport_fields.
Explore Tracepass MCP Server

Feature & specification comparison

Rows where the two servers differ are marked.

SpecFirecrawl MCP Server logoFirecrawl MCP ServerTracepass MCP Server logoTracepass MCP Server
CategorySearch & Data ExtractionIndustrial & IoT
Quality signal90/100 · Excellent64/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthAPI key requiredAPI key required
PricingFreemiumNot declared
Required env varsFIRECRAWL_API_KEYHTTP_STREAMABLE_SERVERFIRECRAWL_NO_SEARCH_FEEDBACKFIRECRAWL_NO_ENDPOINT_FEEDBACKTRACEPASS_API_KEYTRACEPASS_BASE_URL
Verified owner VerifiedCommunity listing
GitHub stars7,6421
Directory activity 13 views 0 installs 0 upvotes 3 views 0 installs 0 upvotes
Tools256

Tools & capabilities

Firecrawl MCP Server tools 25

  • firecrawl_scrape Retrieve and extract content from one supplied URL through Firecrawl. Use this when the request identifies a page and needs its content or defined fields. It can return markdown, HTML, links, screenshots, branding data, a targeted answer, or JSON matching a supplied schema; JSON is useful when the requested result has defined fields, while markdown preserves readable page content. This tool operates on a known page. For a set of pages use `firecrawl_crawl`, and to discover page URLs use `firecrawl_map` or `firecrawl_search`. Options include JavaScript render delay, cache age, main-content filtering, PII redaction, and lockdown cache-only retrieval. Browser actions may change the live page when interactive actions are enabled. Firecrawl may reuse recently indexed content instead of refetching the page, and the reuse window varies by domain. Set `maxAge: 0` to force a live fetch, or a smaller `maxAge` to bound how stale reused content may be. A successful response does not by itself confirm that the state it describes is still current. Returns the selected content formats and page metadata.
  • firecrawl_map Enumerate URLs indexed under one website through Firecrawl without fetching each page's content. Use this when the request asks for a site's URL inventory, when several relevant pages must be located, or when the desired page URL is unknown. An optional `search` term narrows the URL list, while sitemap, subdomain, query-parameter, and result-limit options control coverage. Returns matching URLs rather than page bodies. Retrieve one page with `firecrawl_scrape`; collect content across multiple pages with `firecrawl_crawl`.
  • firecrawl_search Search web, news, or image sources and return ranked results. Operators include quoted phrases, `-term`, `site:host`, `inurl:term`, `intitle:term`, and `related:host`; the set is non-exhaustive. `includeDomains` and `excludeDomains` are mutually exclusive hostname filters; categories limit results to GitHub, research, PDF, or developer sources. For a programming question, add `categories: ["developer"]`. It searches an index of GitHub issues, merged pull requests, repository READMEs, and curated documentation sites, and returns the hits in `data.developer` beside the web results. `categories: ["research"]` restricts these web results to research-affiliated websites and returns page snippets. The `firecrawl_research_*` tools are a separate surface that searches paper abstracts and full text across biomedical (PubMed, bioRxiv, medRxiv) and arXiv literature. `scrapeOptions` can attach extracted page content; pages fetched this way use a fixed reuse window and ignore `maxAge`, so use `firecrawl_scrape` when a live fetch is required. Returns source-type result groups and usage metadata. Authenticated responses can include an `id` for optional search feedback.
  • firecrawl_crawl Start a multi-page crawl at a website URL, poll it to a terminal state, and return the final status and collected data. Scope can be bounded with include/exclude paths, depth, page limit, subdomain/external-link controls, sitemap handling, delay, and scrape options. Crawl results can be large; use conservative limits when full-site coverage is unnecessary. Webhooks and interactive scrape actions are unavailable in safe mode. Returns the crawl ID, status, and page data.
  • firecrawl_check_crawl_status Retrieve the current status, progress, and available results for an existing crawl ID. This only reads Firecrawl job state and does not start or modify the crawl.
  • firecrawl_extract Deprecated compatibility entry point. Use firecrawl_scrape once per known URL with formats: ["json"] and jsonOptions containing the prompt and schema. Use firecrawl_search or firecrawl_agent before Scrape when URLs are not known.
  • firecrawl_agent Start an asynchronous web research job from a prompt, optional seed URLs, and an optional JSON schema. Use this for a requested synthesis across multiple sources when the task can wait for asynchronous completion. The agent can search, navigate, read pages, and assemble a structured result. This call returns only a job ID, not the research result. Read the job with `firecrawl_agent_status` until it reaches `completed` or `failed`; research commonly takes several minutes. If the job cannot finish within the task's available time, `firecrawl_search` and `firecrawl_scrape` can gather evidence synchronously.
  • firecrawl_agent_status Retrieve progress or final results for a `firecrawl_agent` job ID. A `processing` response is non-terminal and does not contain the final research result. Check again after 15–30 seconds until the status is `completed` or `failed`; complex jobs can take several minutes. If the job cannot finish within the task's available time, use `firecrawl_search` and `firecrawl_scrape` to complete the requested output. Returns job status, progress information, and result data when completed.
  • firecrawl_interact Open or reuse a live browser session to navigate a page, click controls, fill fields, or run browser code. Provide either `url` or `scrapeId`, and either a natural-language `prompt` or executable `code`; code can run as Bash, Python, or Node with a bounded timeout. This acts on the live site, so actions such as form submission can create persistent external side effects. Returns execution output, stdout/stderr, exit status, and session viewing URLs.
  • firecrawl_interact_stop Stop the live interact session associated with a `scrapeId` and release its resources. Returns a success confirmation.
  • firecrawl_parse Parse one supported document into markdown, HTML, links, summary, targeted answers, or JSON matching a schema. Supported inputs include common HTML, PDF, Word, RTF, OpenDocument, and spreadsheet files; PDF parsing can be bounded with `pdfOptions.maxPages`. Local MCP reads `filePath` from the server filesystem. Hosted MCP uses two calls: first provide `filePath` to receive upload instructions, upload locally, then call again with the returned `uploadRef`; do not send both fields together. Remote web URLs belong in `firecrawl_scrape`. Set `redactPII` to request redaction of personally identifiable information in the returned content. `zeroDataRetention` requires an eligible authenticated account; omit it for anonymous keyless use. Returns upload instructions for hosted phase one or parsed document content for the final call.
  • firecrawl_monitor_create Create a recurring scrape, crawl, or search monitor that compares each check with its retained predecessor. The simple form accepts `page`/`pages` or `queries` plus a plain-language `goal`; the advanced `body` form controls targets, schedule, change-tracking formats, judging, retention, webhook, and notifications. In the simple form, a `goal` is required. If `queries` contains one or more non-empty values and is supplied with `page`/`pages`, `queries` create the search target and page targets are ignored. A monitor schedules future network checks and can send configured email or webhook notifications. Returns the created monitor.
  • +13 more on the listing page

Tracepass MCP Server tools 6

  • tracepass_productsManage the TracePass product catalogue. A product is the catalogue layer — one product can have many passports (one per serialised unit). Products are not billable on their own. Actions (pass via `action`, with `args`): - list — args: { page?, limit? (≤100), category?, status?, search? }. Read-only. - get — args: { id }. Read-only. - create — args: { name, model, category, description? }. `category` is one of: battery, textile, electronics, construction, steel, detergents, paints-coatings, packaging, furniture, tyres, jewelry, toys, fmcg. - update — args: { id, name?, model?, description? }; pass at least one field to change. - create_batch — args: { products: [ { name, model, category, description? }, … ] }, up to 100. Partial-success: the response carries a per-item status, so some items can be created while others error. The whole batch consumes N writes upfront; if that would exceed the daily cap NOTHING is created (429). - archive — args: { id }. Soft-archive a product. Blocked with 409 while any non-archived passport still references it — archive those passports first. This is reversible and is NOT deletion.
  • tracepass_passportsManage Digital Product Passports — create, read, and run lifecycle actions. IMPORTANT: `create` consumes a DPP slot on the account's plan and IS BILLABLE. Creating a passport beyond the included quota incurs a per-passport overage charge; if over quota the tool returns a 402-style message — only re-run with args.confirmOverage=true after the user explicitly agrees to the charge. `archive` is IRREVERSIBLE (the public QR permanently 404s); prefer `suspend` when a change might be undone. Actions (pass via `action`, with `args`): - list — args: { page?, limit? (≤100), productId?, status?, search? }. status ∈ draft|in_review|approved|published|suspended|expired|archived. Read-only. - get — args: { id, format? (summary|full), lang? }. Read-only. - get_by_serial — args: { serial, format?, lang?, gtin? }. Read-only. Addresses the passport by your own serial. A serial is unique only WITHIN a GTIN — if the same serial exists under two GTINs in your account the call returns 409 ambiguous_serial; pass `gtin` (or use the by-id action) to resolve exactly. - compliance — args: { id }. Read-only. Returns a three-tier compliance verdict (compliant | compliant_with_warnings | incomplete) with regulation-cited findings — use to gap-check a passport against the rules for its category, fix the cited fields/parties, then re-check. - registry_readiness — args: { id }. Read-only. Returns { ready, findings[] } — whether the passport would pass the EU DPP Registry's FORMAL submission gate (mandatory fields present, correct formatting, a resolvable public link, item-level granularity via a serial number, and a well-formed commodity code where the category carries one). This is the registry's mechanical pre-submission check, NOT the substantive compliance verdict; a passport can be registry-ready yet not substantively compliant. Battery passports only. - create — args: { productId, gtin, serialNumber, confirmOverage? }. BILLABLE. - suspend — args: { id }. Reversible — public QR shows 'suspended'. - suspend_by_serial — args: { serial, gtin? }. Same as suspend, addressed by your serial. 409 ambiguous_serial if the serial isn't unique in your account — pass `gtin`. - archive — args: { id }. IRREVERSIBLE — confirm with the user first. - archive_by_serial — args: { serial, gtin? }. IRREVERSIBLE, addressed by your serial — confirm first. 409 ambiguous_serial if the serial isn't unique — pass `gtin`. - get_qr — args: { id, format? (svg|png) }. Read-only. - get_qr_by_serial — args: { serial, format? (svg|png), gtin? }. Read-only. Same as get_qr, addressed by your own serial. A serial is unique only WITHIN a GTIN — if the same serial exists under two GTINs in your account the call returns 409 ambiguous_serial; pass `gtin` (or use get_qr by id) to resolve exactly.
  • tracepass_passport_fieldsUpdate field values on a Digital Product Passport. Every change is recorded in the passport's audit trail, tagged as an API-key update. Actions (pass via `action`, with `args`): - update — args: { id, fieldKey, value }. `value` type matches the field's dataType (string, number, boolean, array, object). - update_by_serial — args: { serial, fieldKey, value, gtin? }. Same as update, addressed by your own serial. A serial is unique only WITHIN a GTIN — if it isn't unique in your account the call returns 409 ambiguous_serial; pass `gtin` (or use update by id) to resolve exactly.
  • tracepass_passport_partiesManage the economic-operator parties on a passport — manufacturer, importer, authorisedRepresentative, distributor, recycler, producerResponsibilityOrg. Each party carries a legal name and ideally a validated 13-digit GS1 GLN. Actions (pass via `action`, with `args`): - set — args: { id, role, legalName, gln?, country?, legacyOperatorId? }. Sets or updates one role. - remove — args: { id, role }. Clears one role.
  • tracepass_epcisGS1 EPCIS 2.0 supply-chain events. `export` is included on Starter plans and up; `capture`, `capture_job`, and `query` require the paid EPCIS add-on (those actions return a 403-style message without it). Actions (pass via `action`, with `args`): - export — args: { id }. Export a passport's events as an EPCIS 2.0 JSON-LD document. Read-only. - export_by_serial — args: { serial, gtin? }. Same as export, addressed by your own serial. A serial is unique only WITHIN a GTIN — if it isn't unique in your account the call returns 409 ambiguous_serial; pass `gtin` (or use export by id). Read-only. - capture — args: { events }. `events` is an EPCISDocument, a single event, or an array of events (JSON-LD). Returns a 202 with a captureJobId. - capture_job — args: { jobId }. Poll an async capture job. Read-only. - query — args: { params? }. `params` is a key/value map of standard EPCIS query parameters (EQ_bizStep, GE_eventTime, MATCH_epc, …). Read-only.
  • tracepass_templatesDiscover the regulatory field schema for each DPP category — what a COMPLIANT passport must contain, per the governing EU regulation. Read-only reference data. Use this to advise on requirements before creating products/passports, and to gap-check a draft against the rules. Actions (pass via `action`, with `args`): - list — args: {}. Lists all 13 categories with their field count, required-field count, and governing regulation (name + number + effective/mandatory dates). - get — args: { category }. Full field schema for one category: every field's key, label, dataType, whether it is REQUIRED, its access level (public/restricted/authority), enum options, validation bounds, and — where known — the regulation article/annex that mandates it. `category` is one of: battery, textile, electronics, construction, steel, detergents, paints-coatings, packaging, furniture, tyres, jewelry, toys, fmcg. BATTERY — required-ness is per-category, so `required` alone is the wrong answer. Resolve it in this order: 1. SCOPE FIRST. Only EV, LMT and industrial_gt_2kwh batteries owe a passport at all (Art. 77(1), Reg (EU) 2023/1542). For portable, SLI or industrial_lte_2kwh, NO field is required — do not list mandatory fields for them; say the battery is out of scope. 2. Then `requiredBy[batteryCategory]` where the field carries that map (required | conditional | notApplicable). 3. Then fall back to `required`. The map is keyed ONLY by the three in-scope categories, so skipping step 1 falls through to `required` and invents an obligation the Regulation does not impose. Note also that EV and LMT report state-of-health through MUTUALLY EXCLUSIVE field sets — an EV battery must leave the remaining-capacity cluster empty and an LMT battery must leave stateOfCertifiedEnergy empty, so no single battery ever fills every field.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Firecrawl MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "firecrawl-firecrawl-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "firecrawl-mcp"
      ],
      "env": {
        "FIRECRAWL_API_KEY": "YOUR_FIRECRAWL_API_KEY_HERE",
        "HTTP_STREAMABLE_SERVER": "YOUR_HTTP_STREAMABLE_SERVER_HERE",
        "FIRECRAWL_NO_SEARCH_FEEDBACK": "YOUR_FIRECRAWL_NO_SEARCH_FEEDBACK_HERE",
        "FIRECRAWL_NO_ENDPOINT_FEEDBACK": "YOUR_FIRECRAWL_NO_ENDPOINT_FEEDBACK_HERE"
      }
    }
  }
}

Tracepass MCP Server

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "malinoto-tracepass-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "tracepass-mcp-server"
      ],
      "env": {
        "TRACEPASS_API_KEY": "YOUR_TRACEPASS_API_KEY_HERE",
        "TRACEPASS_BASE_URL": "YOUR_TRACEPASS_BASE_URL_HERE"
      }
    }
  }
}

Frequently asked questions

Firecrawl MCP Server is categorized under Search & Data Extraction and uses a local stdio subprocess. Tracepass MCP Server belongs to Industrial & IoT and uses a local stdio subprocess. Pick Firecrawl MCP Server for search & data extraction work and Tracepass MCP Server for industrial & iot.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Firecrawl MCP Server is listed as freemium — a free tier with paid plans. Auth: api key required. Tracepass MCP Server has no declared pricing — check the project's own site. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add firecrawl-firecrawl-mcp-server and malinoto-tracepass-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Firecrawl MCP Server has a quality signal of 90/100 (Excellent) with 13 views, 0 installs and 7,642 GitHub stars. Tracepass MCP Server has 64/100 (Good) with 3 views, 0 installs and 1 GitHub stars.