In-depth architectural comparison of the Ocds MCP and Firecrawl MCP Server MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Ocds MCP
Search & Data Extraction · Local stdio
Quality: 61/100 (Good) | Auth: API Key required
Firecrawl MCP Server
Search & Data Extraction · Local stdio
Quality: 90/100 (Excellent) | Auth: API Key required
Verdict Summary: Choose Ocds MCP if you need specialized Search & Data Extraction tools running via a local process. Choose Firecrawl MCP Server if your workspace requires Search & Data Extraction integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Ocds MCP when:
You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: VERGABE_API_KEY.
German public procurement data (OCDS) — semantic search, tender matching with company profiles, and structured filtering.
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.
Tools & Capabilities Breakdown
Ocds MCP Tools (11)
match_tenders
Semantic match: find tenders similar to a profile's stored description vector. The vector is embedded locally and sent to the API (the profile text never leaves the machine). Optional `filters` (same taxonomy as search_text) apply server-side. Returns SearchResult rows. `k` defaults to 10, max 100.
linked_notices
List the notices that make up one procurement: given an OCID, return the linked set of {ocid, notice_id} refs (the procurement's notice lineage — PIN/CN/CAN siblings sharing the procurement key). Ids only; fetch each notice's XML via get_release with the returned notice_id. A length-1 set means a single isolated notice with no lifecycle to walk (the sub-threshold case).
update_company_profile
Update a company profile. Only provided fields change. If the description changes, the profile is re-embedded locally.
list_company_profiles
List all company profiles (summary without description), ordered by creation date.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Ocds MCP is categorized under Search & Data Extraction and uses a local stdio subprocess. In contrast, Firecrawl MCP Server belongs to Search & Data Extraction using local stdio subprocess. Select Ocds MCP when you need capabilities focused on search & data extraction and Firecrawl MCP Server when you require tools for search & data extraction.
Health + version check of the API plus local profile counts and the embedding-contract comparison. Reports the API status/version, the client's embedding model/contract/dimension, the server's advertised contract (when present), and whether they match. Call this first to check connectivity.
delete_company_profile
Delete a company profile and its embedding by UUID.
create_company_profile
Create a company profile for tender matching. Stores name, description, CPV codes, categories, and location in a local SQLite database. The description is embedded locally (passage prefix); neither the text nor the embedding is sent until a match_tenders call sends the vector. Returns the profile UUID and embedding status. German description recommended.
search_text
Semantic full-text search over the German procurement corpus. The query is embedded locally with multilingual-e5-small and only the 384-float vector is sent to the API (the query text never leaves the machine). Returns the top `k` SearchResult rows grouped by OCID, each carrying ocid, score, title, buyer_name, procurement_method, main_procurement_category, value_amount/currency/currency_eur_amount, deadline (RFC3339), award_date, cpv_codes, phase, documents_url, data_source, country. Optional `filters`: phase (planning/open/closed/awarded/unsuccessful), cpv_starts_with (2..8 digit CPV prefix), country (ISO-2), value_min/value_max (EUR), deadline_after/deadline_before (RFC3339), main_procurement_category (goods/works/services), buyer_name, procurement_method (eForms codes, match-any), data_source.
get_company_profile
Get a company profile by its UUID. Returns name, description, CPV codes, categories, location, and embedding status.
list_releases
Filter-only browse over the German procurement corpus (no semantic query — only filter values cross the wire). Same filter taxonomy as search_text. Paginate with `limit` (max 200, default 20) and `offset`. Returns SearchResult rows ordered by deadline DESC.
get_release
Fetch the raw eForms XML envelope for a single OCID (5 fields: ocid, notice_id, data_source, country, raw_xml). Optional `notice_id` selects a specific notice of the OCID (EU siblings share one OCID); absent fetches the latest notice. Pair with linked_notices to walk a procurement's lifecycle (PIN->CN->CAN). Parse the XML yourself for detailed eForms fields — the envelope is intentionally thin.
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.