MCP server
GLiNER2.5 Multi — Zero-Shot Information Extraction
hf/hugging-apps/gliner2-5-multi-extractor
Checked 26 Oct 2026, 08:30 UTC · Hugging Face reports it running
Zero-shot entity, classification, relation extraction
Working at last check
https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/
At a glance
- Type
- MCP server
- Publisher
- Not verified
- Status
- Working at last check
- Sets up in
- Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
- Last checked
- 26 Oct 2026, 08:30 UTC
Connect it to your agent
Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.
Claude Code
claude mcp add --transport http gliner2-5-multi-extractor https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/
Claude Desktop
Settings → Connectors → Add custom connector, and paste the URL.
Codex (config.toml)
[mcp_servers.gliner2-5-multi-extractor] url = "https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/"
Gemini CLI
{"mcpServers":{"gliner2-5-multi-extractor":{"httpUrl":"https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/"}}}
Cursor
{"mcpServers":{"gliner2-5-multi-extractor":{"url":"https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/"}}}
VS Code
{"servers":{"gliner2-5-multi-extractor":{"type":"http","url":"https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/"}}}
Antigravity
agy mcp add gliner2-5-multi-extractor https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/
ChatGPT
Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.
OpenAI API (Responses tools)
{"type":"mcp","server_label":"gliner2-5-multi-extractor","server_url":"https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/","require_approval":"always"}
Grok (xAI API tools)
{"type":"mcp","server_label":"gliner2-5-multi-extractor","server_url":"https://hugging-apps-gliner2-5-multi-extractor.hf.space/gradio_api/mcp/"}
Related MCP servers
- GLiNER2.5 Small — Information Extraction
Zero-shot entities, classes, relations & JSON records - GLiNER2.5-multi-Decide — Multilingual Text Decisions
Multilingual zero-shot text classification, any label set - GLiNER2.5-base Information Extraction
Schema-driven NER, classification & relation extraction - CalOn — Zero-shot Entity, Relation & Event Extraction
Zero-shot typed extraction with a 0.6B encoder - GLiNER2 Schema Extraction
GLiNER2 NER, classification, relations and JSON - GLiNER2 Guardrails PII Multi
Multilingual PII detection & LLM safety moderation - Tanod ML
Local ML: speech to text (SRT/VTT), text embeddings, reranking, similarity, entities, zero-shot. - Zero Core Tools
Web scraping, code review, content gen, sentiment. Zero Core Tools.
Badge for your README
[](https://aptlynx.net/servers/hf/hugging-apps/gliner2-5-multi-extractor)
Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents