A sovereign, local-first MCP server for named entity extraction, Wikidata disambiguation, sameAs schema linking, and Knowledge Graph triple construction.
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# seosiri-semantic-entity-mcp > 📖 **Official Architecture & Documentation:** [SEOSiri Semantic Entity Guide](https://www.seosiri.com/2026/08/semantic-entity-mcp.html) | [Central MCP Directory](https://www.seosiri.com/2026/07/seosiri-mcp-servers.html) An open-source, local-first Model Context Protocol (MCP) server for **Named Entity Extraction, Wikidata Disambiguation, sameAs Schema Linking, and Knowledge Graph Triple Construction**. ## 💖 Sponsorship, B2B Custom Solutions & Attribution ### 👨💻 Lead Architect & Attribution Designed and engineered by **[Momenul Ahmad](https://github.com/MOBILEPHONE)**, Lead Architect and Founder of **[SEOSiri](https://seosiri.com)**. ### 🚀 Capabilities & Tools (10 Production Tools) - **`extract_named_entities`**: Scrapes and parses text content to identify named entities. - **`disambiguate_wikidata_entity`**: Resolves entity names to canonical Wikidata QIDs. - **`generate_sameas_schema_links`**: Compiles structured `sameAs` array mappings for Schema.org JSON-LD. - **`calculate_entity_salience_score`**: Scores relative entity importance within a document. - **`construct_knowledge_graph_triples`**: Generates Subject-Predicate-Object ($S \rightarrow P \rightarrow O$) semantic triples. - **`audit_entity_density_ratio`**: Evaluates entity frequency per 100 words. - **`export_graph_parquet_buffer`**: Formats knowledge graph triples into columnar Parquet buffers. - **`sanitize_entity_payload`**: Strips script injections and malformed tags. - **`get_live_entity_throughput_metrics`**: Monitors system health and processing latency. - **`get_entity_server_specifications`**: Returns protocol specs and capability matrices. ## Quickstart ```bash pip install -e . pytest tests/test_semantic_entity.py ``` ### 🔌 Claude Desktop / Cursor Configuration Add this block to your `claude_desktop_config.json`: ```json { "mcpServers": { "seosiri-semantic-entity": { "command": "uv", "args": [ …
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