paper-search-mcp
Provides tools for searching Semantic Scholar's scholarly literature index and retrieving paper metadata by Semantic Scholar ID, DOI, arXiv ID, PubMed ID, or Corpus ID.
Click on "Install 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., "@paper-search-mcpSearch Semantic Scholar for recent papers on AI alignment"
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.
paper-search-mcp
An MCP server exposing scholarly literature search across CrossRef, ERIC, Semantic Scholar, OpenAlex, and Unpaywall.
Tools
search_crossref(query, rows=20, filter=None, sort=None)— search CrossRef (all scholarly disciplines)get_crossref_work(doi)— full CrossRef metadata for one DOIsearch_eric(query, rows=20, start=0)— search ERIC (education research literature)get_eric_record(eric_id)— full ERIC metadata for one record (e.g."EJ1234567")search_semantic_scholar(query, rows=20)— search Semantic Scholar (all disciplines)get_semantic_scholar_paper(paper_id)— full metadata by S2 ID, or"DOI:...","ARXIV:...","PMID:...","CorpusID:..."search_openalex(query, rows=20, filter=None, sort=None)— search OpenAlex (all disciplines)get_openalex_work(work_id)— full metadata by OpenAlex ID (e.g."W2741809807") or DOIget_open_access_pdf(doi)— find a legal open-access PDF for a DOI via Unpaywall
All of these APIs are free and none require an account, except as noted below.
Related MCP server: paper-search
Configuration
Both environment variables are optional:
Variable | Effect |
| Sent as a |
| A personal Semantic Scholar key. Without one, S2 calls fall back to the shared unauthenticated rate limit, which is slower and more prone to |
A key enforces 1 request/sec cumulative across all S2 endpoints, so all
Semantic Scholar calls go through a shared throttle (min 1.05s between
requests) plus retry-with-backoff on 429 — the limit is enforced somewhat
burstily in practice.
Install
Requires Python 3.10+.
Option A — pipx (recommended)
Installs into an isolated environment and puts a paper-search-mcp command
on your PATH.
macOS / Linux
brew install pipx # or: python3 -m pip install --user pipx
pipx ensurepath # restart your terminal afterwards
pipx install git+https://github.com/bbutlerau/paper-search-mcp.git
which paper-search-mcpWindows (PowerShell)
py -m pip install --user pipx
py -m pipx ensurepath # restart PowerShell afterwards
pipx install git+https://github.com/bbutlerau/paper-search-mcp.git
where.exe paper-search-mcpEditable installs (pipx install -e <path>) are worth it if you plan to edit
the code or track updates: a git pull takes effect immediately with no
reinstall.
Option B — virtualenv from a clone
macOS / Linux
git clone https://github.com/bbutlerau/paper-search-mcp.git
cd paper-search-mcp
python3 -m venv .venv
.venv/bin/pip install -e .Windows (PowerShell)
git clone https://github.com/bbutlerau/paper-search-mcp.git
cd paper-search-mcp
py -m venv .venv
.venv\Scripts\pip install -e .Verify the install
The server takes no command-line arguments; it is configured entirely through the environment variables above. To confirm it starts, run it and check that it waits rather than exiting:
paper-search-mcp # pipx
.venv/bin/paper-search-mcp # venv (macOS/Linux)
.venv\Scripts\paper-search-mcp # venv (Windows)It will sit silently waiting for MCP traffic on stdin — that is correct behaviour, not a hang. Press Ctrl-C to exit. An immediate traceback (rather than silence) means the install is broken.
Connect to Claude Code
claude mcp add paper-search -s user \
-e PAPER_SEARCH_CONTACT_EMAIL=you@example.com \
-e SEMANTIC_SCHOLAR_API_KEY=<your-key> \
-- paper-search-mcpWith a venv instead of pipx, replace the final paper-search-mcp with the
absolute path to the launcher inside .venv.
Verify with claude mcp list — it should report paper-search: ✓ Connected.
Remove with claude mcp remove paper-search -s user.
Connect to Claude Desktop
Edit the config file:
macOS —
~/Library/Application Support/Claude/claude_desktop_config.jsonWindows —
%APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"paper-search": {
"command": "/absolute/path/to/paper-search-mcp",
"env": {
"PAPER_SEARCH_CONTACT_EMAIL": "you@example.com",
"SEMANTIC_SCHOLAR_API_KEY": "your-key-here"
}
}
}
}Use an absolute path — Claude Desktop does not inherit your shell PATH,
so a bare paper-search-mcp will not resolve. On Windows the path needs
escaped backslashes and the .exe suffix, e.g.
"C:\\Users\\you\\.local\\bin\\paper-search-mcp.exe".
Fully quit and reopen Claude Desktop (on macOS ⌘Q — closing the window is not enough). If the tools do not appear, check the log:
macOS —
~/Library/Logs/Claude/mcp-server-paper-search.logWindows —
%APPDATA%\Claude\logs\mcp-server-paper-search.log
Also make sure no stale paper-search entry exists under Settings →
Connectors; a duplicate there conflicts with the config-file entry.
Remote / networked use
server.py also supports streamable-HTTP transport, for running the server
on one machine and connecting from another. Running it locally over stdio is
simpler and faster, so prefer that unless you specifically need a shared
instance.
Variable | Meaning |
|
|
| Bind address (default |
| Comma-separated |
| Externally-visible base URL. When set, enables OAuth 2.1. Leave unset for local stdio use. |
| Where to persist OAuth clients/tokens (default: |
Bind to loopback and put a reverse proxy in front of it for TLS. Never expose it directly to the public internet — there is no real authentication here (see below).
About the OAuth layer
Claude Desktop's custom-connector flow always attempts OAuth Dynamic Client Registration against remote MCP servers, even ones advertising no auth, and there is currently no "no auth" option in the UI (upstream: anthropics/claude-ai-mcp#457, #402). Without an OAuth implementation, adding the connector fails with "Couldn't register with … sign-in service."
auth_provider.py exists to satisfy that flow. TrustedNetworkOAuthProvider
is a minimal OAuth 2.1 authorization server that auto-approves every client
with no login step. It is a protocol formality, not access control — it
assumes the server is already reachable only from a trusted network. It
supports Dynamic Client Registration, issues long-lived (1 year) bearer
tokens, and persists clients and tokens to MCP_AUTH_STATE_PATH so a restart
does not invalidate cached client registrations.
This entire layer is inert unless MCP_PUBLIC_URL is set, so local stdio
installs are unaffected by it.
A 401 from the /mcp endpoint when you have no token is the expected
response, and indicates the server is running correctly.
Development
pip install -e .The dependency on mcp is pinned to <2: version 2.x restructured
mcp.server.fastmcp and this server targets the 1.x API.
License
MIT — see LICENSE.
This server cannot be installed
Maintenance
Resources
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