Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Access the OpenAlex academic research catalog — 270M+ publications.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
OPENALEX_CLAMP_PER_PAGE, OPENALEX_FILTER_STRING_INPUT, OPENALEX_API_KEY, OPENALEX_MAILTO, OPENALEX_BASE_URL, MCP_LOG_LEVELYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://openalex.caseyjhand.com/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"openalex": {
"command": "npx",
"args": [
"-y",
"@cyanheads/openalex-mcp-server"
],
"env": {
"OPENALEX_CLAMP_PER_PAGE": "your-value",
"OPENALEX_FILTER_STRING_INPUT": "your-value",
"OPENALEX_API_KEY": "your-value",
"OPENALEX_MAILTO": "your-value",
"OPENALEX_BASE_URL": "your-value",
"MCP_LOG_LEVEL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http openalex https://openalex.caseyjhand.com/mcpclaude mcp add openalex --env OPENALEX_CLAMP_PER_PAGE=your-value --env OPENALEX_FILTER_STRING_INPUT=your-value --env OPENALEX_API_KEY=your-value --env OPENALEX_MAILTO=your-value --env OPENALEX_BASE_URL=your-value --env MCP_LOG_LEVEL=your-value -- npx -y @cyanheads/openalex-mcp-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"openalex": {
"url": "https://openalex.caseyjhand.com/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"openalex": {
"command": "npx",
"args": [
"-y",
"@cyanheads/openalex-mcp-server"
],
"env": {
"OPENALEX_CLAMP_PER_PAGE": "your-value",
"OPENALEX_FILTER_STRING_INPUT": "your-value",
"OPENALEX_API_KEY": "your-value",
"OPENALEX_MAILTO": "your-value",
"OPENALEX_BASE_URL": "your-value",
"MCP_LOG_LEVEL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"openalex": {
"type": "http",
"url": "https://openalex.caseyjhand.com/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"openalex": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cyanheads/openalex-mcp-server"
],
"env": {
"OPENALEX_CLAMP_PER_PAGE": "your-value",
"OPENALEX_FILTER_STRING_INPUT": "your-value",
"OPENALEX_API_KEY": "your-value",
"OPENALEX_MAILTO": "your-value",
"OPENALEX_BASE_URL": "your-value",
"MCP_LOG_LEVEL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://openalex.caseyjhand.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
OPENALEX_CLAMP_PER_PAGE envOPENALEX_FILTER_STRING_INPUT envOPENALEX_API_KEY envOPENALEX_MAILTO envOPENALEX_BASE_URL envMCP_LOG_LEVEL envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
openalex_resolve_nameResolve a name or an identifier to an OpenAlex ID. ALWAYS use this before filtering by entity — names are ambiguous, IDs are not. A name returns up to 10 autocomplete matches with disambiguation hints. An identifier — OpenAlex ID, DOI, ORCID, ROR, PMID, or ISSN, bare or in URL fo
openalex_search_entitiesSearch, filter, sort, or retrieve by ID. Covers all OpenAlex entity types (works, authors, sources, institutions, topics, keywords, publishers, funders, awards). Pass `id` to retrieve a single entity. Otherwise, use `query` and/or `filters` for discovery. Filters take a record ob
openalex_analyze_trendsAggregate OpenAlex entities into groups and count them. Use for trend analysis (group works by publication_year), distribution analysis (group by oa_status, type, country), and comparative analysis (group by institution or topic). Combine with filters to scope the analysis. Retur
openalex_get_citation_graphWalk the citation graph one hop from a seed work. Direction picks the edge: incoming citations (`cites`), the seed's own references (`cited_by`), or OpenAlex's algorithmically-related works (`related_to`). Note: `direction` follows OpenAlex's filter convention, which inverts the
openalex_describe_fieldsList valid field names for an OpenAlex entity type and context (filter, group_by, or select). Use proactively before constructing a filter or group_by to avoid invalid-field 400 errors. Pass `query` to rank the list by name similarity — useful when you have a partial or guessed f
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account cyanheads, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 5 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.11.0) reached the registry 10 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
@cyanheads/openalex-mcp-server Access the OpenAlex academic research catalog — 270M+ publications — via MCP. STDIO or Streamable HTTP. 5 Tools • 2 Prompts
Public Hosted Server: https://openalex.caseyjhand.com/mcp
Scholarly catalog data from OpenAlex — 270M+ works, 90M+ authors, 100K+ sources, plus institutions, topics, keywords, publishers, funders, and awards. Search, filter, and aggregate across all nine entity types, resolve ambiguous names to canonical IDs, and walk the citation graph one hop at a time.
| Tool | Description |
|---|---|
openalex_search_entities | Search, filter, sort, or retrieve by ID across all 9 entity types |
openalex_analyze_trends | Group-by aggregation for trend and distribution analysis |
openalex_resolve_name | Resolve a name or an identifier (DOI, ORCID, ROR, PMID, ISSN, OpenAlex ID) to an OpenAlex ID |
openalex_get_citation_graph | Walk the citation graph one hop from a seed work: cites, cited_by, or related_to |
openalex_describe_fields | List valid filter, group_by, and select field names for an entity type |
| Prompt | Description |
|---|---|
openalex_literature_review | Guides a systematic literature search: formulate query, search, filter, analyze citation network, synthesize findings |
openalex_research_landscape | Analyzes the research landscape for a topic: volume trends, top authors/institutions, open access rates, funding sources |
The server also publishes an agent skill, openalex-guide (skill://openalex-guide/SKILL.md, source in skills/openalex-guide/): which filter key answers the question, how to read group_by counts, where each ID type comes from, and how to pin an author without picking a namesake. It ships in the npm package, the Docker image, the .mcpb bundle, and plugin installs.
openalex_search_entities toolid: an OpenAlex ID, DOI, ORCID, ROR, PMID, ISSN, or PMCID, bare or as a URL (OpenAlex record-page and API URLs such as https://openalex.org/works/W2741809807 included), or a keyword by its slug or URL. Under entity_type: "funders", a Crossref Funder Registry DOI (10.13039/…) also resolvesid takes precedence: search parameters passed alongside it are dropped, and the response names which onesid with characters past the identifier (W2741809807#x still returns W2741809807), and a funder DOI, which each bill as one list callid_type_mismatch (an OpenAlex ID of another entity type) or id_dot_segment (a . or .. path segment); a ?, #, \, tab, or line break inside an identifier is percent-encoded, so SICI DOIs ending in # resolveentity_type: "awards" reaches grants (G… IDs), which openalex_resolve_name does not look up since OpenAlex has no award autocompleteexact and semantic search modes — semantic ranks a query-dependent candidate set at ~1 req/sec (up to 50 per page), and its meta.count reports the candidate count rather than a match totalfilters accepts a record object or an unambiguous native string ("issn:0920-8542"), including through the filter alias. Conversion is disclosed in notice; commas outside paired double quotes separate clauses, and the first colon separates a key from its value, preserving DOI/URL colons and quoted comma phrases. Exact duplicate keys, bare fragments, and unmatched quotes are rejected with record-form recovery guidance. A record holds one value per key; distinct aliases of the same upstream field still AND together. Set OPENALEX_FILTER_STRING_INPUT=false to require record objects. Native strings apply only to this tool's filters, with the record form remaining the advertised schemaunmatched_quote_in_filter_value); citation filters are checked before the seed lookup. Balanced search phrases such as "graph neural" networks remain valid, including .search.exact. A value sent double-quoted still cannot contain its own interior double quote (quote_in_filter_value)|), AND within a field (+), NOT (!), ranges, comparisons| with an AND (a +, or a space between IDs or codes): OpenAlex would silently drop the AND-ed alternatives, so DE|FR+US and authorships.author.id: A1 A2|A3 fail as mixed_and_or_in_filter_value before any request. Put the AND in a second key instead (institutions.country_code: US beside authorships.institutions.country_code: DE|FR on works)display_name, awards.funder_display_name, awards.funder_award_id, geo.city, geo.region, raw_affiliation_strings, block_key, biblio fields) are sent double-quoted, so a value with spaces or commas matches as one phrase (awards.funder_display_name: National Science Foundation). ! and | still work (geo.city: New York|Boston); + cannot AND it with another value.search values and whole-text fields; anywhere else it fails as comma_in_filter_value (use | for OR)+ is a literal character in .search values, DOIs, dates, URLs, exactly matched names (C++, Erasmus+), biblio fields (issue 1+2), and awards.funder_award_idquote_in_filter_valuefilters:country_code, country_codes, or countries): ISO alpha-3 codes, numeric codes, and English names (ISO's or OpenAlex's own facet labels, such as Ivory Coast) become alpha-2 (DEU, 276, Germany → DE; UK → GB). A value that cannot be a country (Germanyy, 999, DE US) fails as invalid_country_code before any requestlanguage: ISO 639-2 codes and English names become ISO 639-1 (eng, English → en; Cebuano → ceb)|/+ segment converts on its own (South Korea|Japan → KR|JP); anything else (null, XK, zh-cn, the countries/DEU path form) is sent as givenselect returns a curated per-entity-type default unless overridden, or ["*"] for the full record; invalid field names error with the valid set. On works, author_list returns each author in authorship order as {id, display_name, orcid} — about a tenth the size of authorships, which adds institutions and affiliations — and is never part of the default or ["*"]page (1-based) instead, up to 50 per page, and mixing either knob with the wrong search_mode is rejected before the upstream callsample (up to 10,000) plus a deterministic seed for reproducible random sampling; keyword and exact modes only, and never alongside sort or cursor — OpenAlex does not sample a semantic search and refuses a sorted sample, so those combinations are rejected before the upstream call. per_page defaults to min(sample, 100), so a sample of 100 or fewer returns whole in one call; a larger one is walked with page and a seed (sample_page_without_seed without one), up to record 10,000 (sample_page_too_deep past it)per_page records, whole, and an id lookup returns every selected array whole; slice: {field, offset, limit} on an id lookup pages one array by count (limit default 50, clamped to 5,000). A response over 8,000,000 bytes on either surface (structuredContent, or content[] text) fails as response_too_large and names a per_page or slice.limit that fits, or a narrower selectauthorships or author_list entries is flagged as possibly capped, with an id + slice call to retrieve more stored authors. Singleton lookups and snapshots retain at most 5,000 authorships per work; at that ceiling both author fields remain possibly capped on every slice. total counts stored entries rather than a complete byline, and next becomes null when those entries are exhausted. Another OpenAlex fetch or snapshot cannot recover authors beyond the storage ceilingnotice, a log, and a counter: per_page above 100 (200 on analysis, 50 under semantic search), slice.limit above 5,000, and sample above 10,000. Set OPENALEX_CLAMP_PER_PAGE=false to reject each over its cap instead. Zero, negatives, and fractions always reject. An id ignores page sizedisplay_name is nullable for untitled records; every call reports OpenAlex daily-budget cost and remaining balanceopenalex_analyze_trends toolfilters to scope the population before aggregationorder: "count" (default) returns the top-N by count with no further pages; order: "key" enumerates distinct values key-ascending with cursor pagination. Boolean fields keep count order even with "key" and do not support cursor pagination. A supplied cursor selects key order even when order is omitted or "count". OpenAlex can wrap a key-ordered walk to earlier groups: stop when a page's first key repeats an earlier key, or when a page is short or empty, even if next_cursor is still presentOnly the beginning is shown; read the rest in the repo