CvLAC (MinCiencias) vs IlyaGusev Academia MCP
A side-by-side look at the CvLAC (MinCiencias) and IlyaGusev Academia MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose CvLAC (MinCiencias) for research work as a local process; choose IlyaGusev Academia MCP for research. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose CvLAC (MinCiencias) when
- You need dedicated capabilities in the Research domain.
- You prefer a local stdio subprocess transport.
- You want tools like
login, read_cvlac, read_cvlac_detail.
Choose IlyaGusev Academia MCP when
- You need dedicated capabilities in the Research domain.
- Its auth model fits you: No auth required.
- You have the keys it needs:
WORKSPACE_DIR, OPENROUTER_API_KEY, EXA_API_KEY, BRAVE_API_KEY, TAVILY_API_KEY, PORT, ENABLE_AUTH, TOKENS_FILE. - You want tools like
arxiv_search, arxiv_download, anthology_search.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Research | Research |
| Quality signal | 63/100 · Good | 48/100 · Fair |
| Install command | Confirmed | Not confirmed yet |
| Transport | Local subprocess (stdio) | — |
| Auth | Not declared | No auth required |
| Pricing | Not declared | Free |
| Required env vars | None listed | WORKSPACE_DIROPENROUTER_API_KEYEXA_API_KEYBRAVE_API_KEYTAVILY_API_KEYPORTENABLE_AUTHTOKENS_FILE |
| Verified owner | Community listing | Community listing |
| GitHub stars | 1 | 93 |
| Directory activity | 1 views 0 installs 0 upvotes | 3 views 0 installs 0 upvotes |
| Tools | 13 | 11 |
| Full listing | View CvLAC (MinCiencias) | View IlyaGusev Academia MCP |
Tools & capabilities
CvLAC (MinCiencias) tools 13
loginAuthenticate in CvLAC and persist the browser session.read_cvlacRead current CvLAC sections, including articles, books, chapters, theses, juries and five kinds of technical production. Returns existing items for comparison; list results include every JMesa page.read_cvlac_detailRead the full record page of one CvLAC item. The list views only show a couple of columns, so this is the only way to see the fields a write actually stored (role, dates, institution, financing). Finds the row by label, case- and accent-insensitive.read_portfolioRead and parse the configured portfolio site (PORTFOLIO_URL), merged with the curated proyectos/software/eventos from data/portfolio-extra.json.diffCompare CvLAC vs portfolio. Returns four buckets: missing, toUpdate, similar (close to an existing entry — a human decides) and upToDate.update_sectionApply a single change to a CvLAC section. Takes a screenshot for confirmation. An "add" whose item resembles an existing entry returns status "needs_confirmation" and writes nothing; resolve it with action:"update" or repeat with confirm_duplicate:true. A "delete" also writes nothing until it is repeated with confirm_delete:true. A picker whose search matched several rows — a common university name can match close to 200 institutions in CvLAC — also returns needs_confirmation, with the candidates in "choices"; repeat with the chosen id in data.institucionId. For articles provide title, year and issn/revista; for books provide title, isbn, year, editorial and area; for chapters provide title, bookTitle, year and area; for theses provide title, tipo, year, institution and programme; for juries provide title, nivel, year, orientado, institution and programme; technical sections require title and year, with section-specific fields. Catalogue choices are answered by repeating the call with revistaId, libroId, editorialId, programaId, areaId or institucionId in data. Coauthors, keywords, recognitions and linked thesis students are completed from the CvLAC website. For books, certificateCLCDO and certificateCLRI accept local PDF paths (maximum 2 MiB each).lookup_doiRead-only: look up a DOI in Crossref and return an article draft. Review it, then pass it to update_section with section:"articulos"; this tool does not write to CvLAC.complete_productComplete the post-save CvLAC phase for an existing product. It manages ordered keywords, knowledge areas, coauthors and recognitions; for theses it also links students with their participation. It reads current values, resolves catalogue names, and never removes an existing value without confirm_delete:true. Use dry_run:true to preview catalogue resolution and removals without writing.read_profileRead the two CvLAC pages that hold one record instead of a list: the researcher profile text (txt_desc_perfil), the table of academic social networks (Google Scholar, ORCID, LinkedIn, Scopus...) and the áreas de actuación. None of them appears in read_cvlac.update_profileWrite the researcher profile text and/or the academic social networks. Networks are MERGED over what CvLAC already stores — its form rewrites the whole table, so this reads it first and posts everything back. Pass url:null to remove one. A network CvLAC does not list goes in "otro" with its name in "label". Removing one needs confirm_delete:true. The profile text cannot be blanked: CvLAC marks it required. The areas list is replaced whole, so dropping one also needs confirm_delete:true.syncRun a full diff and apply the unambiguous items (missing + toUpdate). Items that resemble existing CvLAC entries are never written; they are listed for a human to resolve. It previews by default; pass dry_run:false to apply changes explicitly.screenshotCapture a CvLAC page for debugging: the given url, or else the last list, record or form page a tool visited, reloaded as it is now. Action links (delete, save) are refused, because in CvLAC opening one performs it.- +1 more on the listing page
IlyaGusev Academia MCP tools 11
arxiv_searchQuery arXiv with field-specific queries and filters.arxiv_downloadFetch a paper by ID and convert to structured text (HTML/PDF modes).anthology_searchSearch ACL Anthology with fielded queries and optional date filtering.hf_datasets_searchFind Hugging Face datasets with filters and sorting.s2_get_citationsList papers citing a given arXiv paper (Semantic Scholar Graph).s2_get_referencesList papers referenced by a given arXiv paper.visit_webpageFetch and normalize a web page.web_searchUnified search wrapper; available when at least one of Exa/Brave/Tavily keys is set.compile_latexCompile LaTeX to PDF in `WORKSPACE_DIR`.read_pdfExtract text per page from a PDF.document_qaAnswer questions over provided document chunks (requires LLM).
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.
CvLAC (MinCiencias)
{
"mcpServers": {
"cvlac-minciencias": {
"command": "npx",
"args": [
"-y",
"cvlac-mcp@1"
]
}
}
}
IlyaGusev Academia MCP
No confirmed install command for IlyaGusev Academia MCP yet — follow the setup steps linked from its listing page rather than a guessed package name.
Frequently asked questions
CvLAC (MinCiencias) is categorized under Research and uses a local stdio subprocess. IlyaGusev Academia MCP belongs to Research and uses an install path we have not confirmed yet. Pick CvLAC (MinCiencias) for research work and IlyaGusev Academia MCP for research.
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. IlyaGusev Academia MCP has no confirmed install command yet — follow its own setup instructions.
CvLAC (MinCiencias) has no declared pricing — check the project's own site. IlyaGusev Academia MCP is listed as free. Auth: no auth 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 cvlac-minciencias and ilyagusev-academia-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, CvLAC (MinCiencias) has a quality signal of 63/100 (Good) with 1 views, 0 installs and 1 GitHub stars. IlyaGusev Academia MCP has 48/100 (Fair) with 3 views, 0 installs and 93 GitHub stars.