gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
Unofficial MCP server for Zotero integration with citation management MCP Zotero **Note:** This is an unofficial community project and is not affiliated with, endorsed by, or supported by the Zotero team or the Corporation for Digital Scholarship. "Zotero" is a registered trademark of the Corporation for Digital Scholarship. A Model Context Protocol server for Zotero integration. It gives any LLM full access to your Zotero library: search, organize, add papers by DOI, import PDFs, read Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
@xevos117/mcp-zotero is best for mcp, model-context-protocol, zotero workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
Unofficial MCP server for Zotero integration with citation management MCP Zotero **Note:** This is an unofficial community project and is not affiliated with, endorsed by, or supported by the Zotero team or the Corporation for Digital Scholarship. "Zotero" is a registered trademark of the Corporation for Digital Scholarship. A Model Context Protocol server for Zotero integration. It gives any LLM full access to your Zotero library: search, organize, add papers by DOI, import PDFs, read
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Xevos117
Artifacts
0
Benchmarks
0
Last release
1.0.6
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/Xevos117/mcp-zotero.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Xevos117
Protocol compatibility
MCP
Adoption signal
2 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
curl -H "Zotero-API-Key: YOUR_API_KEY" https://api.zotero.org/keys/current
bash
# Create an API key at https://www.zotero.org/settings/keys # (enable library read/write + file access) # Then retrieve your user ID: curl -H "Zotero-API-Key: YOUR_API_KEY" https://api.zotero.org/keys/current
bash
export ZOTERO_API_KEY="your-api-key" export ZOTERO_USER_ID="user-id-from-curl" export UNPAYWALL_EMAIL="[email protected]" # Optional: enables OA PDF lookup via Unpaywall export UNSAFE_OPERATIONS="none" # Optional: "none" | "items" | "all" (see below)
json
{
"mcpServers": {
"zotero": {
"command": "npx",
"args": ["-y", "@xevos117/mcp-zotero"],
"env": {
"ZOTERO_API_KEY": "YOUR_API_KEY",
"ZOTERO_USER_ID": "YOUR_USER_ID",
"UNSAFE_OPERATIONS": "items"
}
}
}
}json
{
"mcpServers": {
"zotero": {
"command": "npx",
"args": ["-y", "@xevos117/mcp-zotero"],
"env": {
"ZOTERO_API_KEY": "YOUR_API_KEY",
"ZOTERO_USER_ID": "YOUR_USER_ID",
"UNPAYWALL_EMAIL": "YOUR_EMAIL"
}
}
}
}bash
claude mcp add-json "zotero" '{"command":"npx","args":["tsx","src/server.ts"],"env":{"ZOTERO_API_KEY":"...","ZOTERO_USER_ID":"..."}}'Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Unofficial MCP server for Zotero integration with citation management MCP Zotero **Note:** This is an unofficial community project and is not affiliated with, endorsed by, or supported by the Zotero team or the Corporation for Digital Scholarship. "Zotero" is a registered trademark of the Corporation for Digital Scholarship. A Model Context Protocol server for Zotero integration. It gives any LLM full access to your Zotero library: search, organize, add papers by DOI, import PDFs, read
Note: This is an unofficial community project and is not affiliated with, endorsed by, or supported by the Zotero team or the Corporation for Digital Scholarship. "Zotero" is a registered trademark of the Corporation for Digital Scholarship.
A Model Context Protocol server for Zotero integration. It gives any LLM full access to your Zotero library: search, organize, add papers by DOI, import PDFs, read full-text content, and inject live citations into Word documents.
Originally based on mcp-zotero by Abhishek Kalia. This project has since been extensively rewritten with a new architecture, 15 tools (up from 5), citation injection, PDF management, and Claude skill support.
The server is designed to be usable by any LLM without external documentation. On connection, it sends workflow instructions via the MCP instructions field, and each tool description includes cross-references and usage guidance. An LLM that has never seen this server before can discover the full workflow — from adding papers to producing a cited Word document — directly from the tool listing.
For advanced use cases (PDF upload policy, citation style guidance, source transparency), a Claude skill is included for Claude.ai Projects. But the skill is optional: the MCP server is fully self-documenting.
| Scenario | MCP server | Skill needed? | |---|---|---| | Local LLM (Claude Code, LM Studio, etc.) | All 15 tools | No | | Remote/sandboxed LLM (Claude.ai Projects) | API tools (search, add, metadata) | Yes, for citation injection |
Local LLMs with filesystem access can use all tools directly, including inject_citations which reads and writes .docx files on disk.
Remote LLMs without filesystem access can use the included Claude skill (skills/zotero-skill-mcp-integrations/), which runs citation injection entirely inside the sandbox. MCP tools handle all Zotero API operations; the skill handles document assembly.
Get your Zotero credentials:
# Create an API key at https://www.zotero.org/settings/keys
# (enable library read/write + file access)
# Then retrieve your user ID:
curl -H "Zotero-API-Key: YOUR_API_KEY" https://api.zotero.org/keys/current
Set environment variables:
export ZOTERO_API_KEY="your-api-key"
export ZOTERO_USER_ID="user-id-from-curl"
export UNPAYWALL_EMAIL="[email protected]" # Optional: enables OA PDF lookup via Unpaywall
export UNSAFE_OPERATIONS="none" # Optional: "none" | "items" | "all" (see below)
| Variable | Required | Description |
|---|---|---|
| ZOTERO_API_KEY | Yes | API key for Zotero Web API v3. Create one at zotero.org/settings/keys with library read/write and file access permissions. |
| ZOTERO_USER_ID | Yes | Your Zotero numeric user ID. Retrieve it with curl -H "Zotero-API-Key: KEY" https://api.zotero.org/keys/current. |
| UNPAYWALL_EMAIL | No | Email for Unpaywall API requests (rate-limit policy). Enables OA PDF lookup in add_items_by_doi and find_and_attach_pdfs. If not set, OA PDF features are silently skipped. |
| UNSAFE_OPERATIONS | No | Controls destructive operations (deletion). See Unsafe Operations below. Default: none (all deletions blocked). |
By default, the MCP server does not allow any deletion. This is a safety measure to prevent an LLM from accidentally deleting items or collections from your library.
To enable deletion, set the UNSAFE_OPERATIONS environment variable to one of the following values:
| Value | delete_items | delete_collection | Use case |
|---|---|---|---|
| none (default) | Blocked | Blocked | Safe mode — no deletions possible |
| items | Allowed | Blocked | Allow deleting items but protect collection structure |
| all | Allowed | Allowed | Full access — items and collections can be deleted |
Important notes:
UNSAFE_OPERATIONS is not set, empty, or set to an unrecognized value, it defaults to none.ALL, Items, NONE all work).delete_items moves items to the Zotero trash (recoverable from the Zotero desktop client).delete_collection removes the collection (folder) only — items inside it are not deleted and remain in your library.all value includes both item and collection deletion because managing collections inherently requires item-level access.Configuration example:
{
"mcpServers": {
"zotero": {
"command": "npx",
"args": ["-y", "@xevos117/mcp-zotero"],
"env": {
"ZOTERO_API_KEY": "YOUR_API_KEY",
"ZOTERO_USER_ID": "YOUR_USER_ID",
"UNSAFE_OPERATIONS": "items"
}
}
}
}
Add to your Claude Desktop configuration:
{
"mcpServers": {
"zotero": {
"command": "npx",
"args": ["-y", "@xevos117/mcp-zotero"],
"env": {
"ZOTERO_API_KEY": "YOUR_API_KEY",
"ZOTERO_USER_ID": "YOUR_USER_ID",
"UNPAYWALL_EMAIL": "YOUR_EMAIL"
}
}
}
}
claude mcp add-json "zotero" '{"command":"npx","args":["tsx","src/server.ts"],"env":{"ZOTERO_API_KEY":"...","ZOTERO_USER_ID":"..."}}'
| Tool | Description |
|---|---|
| get_collections | List all collections (folders) with keys, names, and parent relationships |
| get_collection_items | Get items in a specific collection with keys, titles, authors, dates |
| search_library | Search by query, or list items sorted by field (date, title, etc.) |
| get_items_details | Batch metadata retrieval for multiple items in a single call |
| get_item_fulltext | Get full-text content of a PDF attachment via Zotero's fulltext index |
| Tool | Description |
|---|---|
| add_items_by_doi | Add papers by DOI with automatic metadata resolution. Auto-attaches OA PDFs via Unpaywall |
| add_items | Add items with direct metadata — supports all 37 Zotero item types (books, theses, reports, etc.), batch-capable |
| create_collection | Create a new collection, optionally nested under a parent |
| import_pdf_to_zotero | Download a PDF from URL, upload to Zotero storage, auto-index full text |
| find_and_attach_pdfs | Batch OA PDF lookup and auto-attach via Unpaywall (by item keys or collection) |
| add_linked_url_attachment | Attach a URL to an existing item or create a standalone link |
| Tool | Description |
|---|---|
| delete_items | Delete up to 50 items per call (moves to Zotero trash). Requires UNSAFE_OPERATIONS=items or all |
| delete_collection | Delete a collection (folder). Items inside are kept. Requires UNSAFE_OPERATIONS=all |
| Tool | Description |
|---|---|
| inject_citations | Inject live Zotero citations into a Word document. Supports APA, IEEE, Vancouver, Harvard, Chicago. Output is saved in the same folder as the input file with a _cited suffix (e.g. paper.docx → paper_cited.docx) |
| get_user_id | Returns the configured Zotero user ID |
npm install
npm run build # Compile TypeScript
npm test # Run tests (vitest, 377 tests)
npx tsx src/server.ts # Run directly without building
npx @modelcontextprotocol/inspector npx tsx src/server.ts
MIT - see LICENSE for details.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
A Model Context Protocol (MCP) server for GitLab
A Model Context Protocol (MCP) server for GitLab
This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T02:28:49.013Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "zotero",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "zotero-api",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "citation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "bibliography",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "reference-manager",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:zotero|supported|profile capability:zotero-api|supported|profile capability:citation|supported|profile capability:bibliography|supported|profile capability:reference-manager|supported|profile capability:claude|supported|profile capability:ai|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Xevos117",
"href": "https://github.com/Xevos117/mcp-zotero#readme",
"sourceUrl": "https://github.com/Xevos117/mcp-zotero#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:14:19.242Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:14:19.242Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/Xevos117/mcp-zotero",
"sourceUrl": "https://github.com/Xevos117/mcp-zotero",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:14:19.242Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-xevos117-mcp-zotero/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to @xevos117/mcp-zotero and adjacent AI workflows.