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64 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | kodit helixml/kodit kodit_api_docskodit_architecture_docskodit_commit_description+12 | 15 | 2026-07-28+ | 74/100 | B |
| 2 | claude-skills-mcp K-Dense-AI/claude-skills-mcp |
| 3 |
| <=2025-11-25 |
| 73/100 |
| B |
| 3 | RAG-MCP-Server Hitesh-Saha/RAG-MCP-Server ask_questiondelete_documentembed_document+4 | 7 | <=2025-11-25 | 72/100 | B |
| 4 | paradigm-memory infinition/paradigm-memory memory_create_nodememory_deletememory_delete_node+22 | 25 | 2026-07-28+ | 72/100 | B |
| 5 | Kontxt ReyNeill/Kontxt grep_codebaselist_repository_structureread_files+1 | 4 | <=2025-11-25 | 70/100 | B |
| 6 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 7 | moondream-mcp ColeMurray/moondream-mcp analyze_imagebatch_analyze_imagescaption_image+3 | 6 | 2026-07-28+ | 59/100 | D |
| 8 | neuronest-mcp pronzzz/neuronest-mcp append_to_daily_notedaily_briefingestimate_token_size+5 | 8 | 2026-07-28+ | 59/100 | D |
| 9 | opencaselaw jonashertner/opencaselaw analyze_legal_trendapprove_source_packet_planattest_response+42 | 45 | 2026-07-28+ | 59/100 | D |
| 10 | palace-rs AncientiCe/palace-rs palace_create_wingpalace_delete_drawerpalace_diary_search+16 | 19 | <=2025-11-25 | 59/100 | D |
| 11 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 12 | rag-memory-pg-mcp kshidenko/rag-memory-pg-mcp addObservationschunkDocumentcreateEntities+20 | 23 | 2026-07-28+ | 59/100 | D |
| 13 | vllm-mlx waybarrios/vllm-mlx convert_tools_to_typescriptextract_tool_callsextract_tool_calls (AutoToolParser)+9 | 12 | 2026-07-28+ | 59/100 | D |
| 14 | Haven kyrillosishak/Haven delete_documentinsert_documentrag_query+1 | 4 | 2026-07-28+ | 58/100 | D |
| 15 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 16 | paparats-mcp IBazylchuk/paparats-mcp get_git_historyget_project_statsget_symbol_graph+6 | 9 | 2026-07-28+ | 58/100 | D |
| 17 | tecton-mcp tecton-ai/tecton-mcp get_full_tecton_sdk_reference_toolquery_documentation_index_toolquery_example_code_snippet_index_tool+3 | 6 | <=2025-11-25 | 58/100 | D |
| 18 | govgis_nov2023-slim-spatial-server joshuasundance-swca/govgis_nov2023-slim-spatial-server gis_layer_search | 1 | 2026-07-28+ | 57/100 | D |
| 19 | Common_Chronicle Intelligent-Internet/Common_Chronicle create_timeline | 1 | <=2025-11-25 | 56/100 | D |
| 20 | docrag-mcp Vamshi9415/docrag-mcp chunk_documentextract_docxextract_html+7 | 10 | <=2025-11-25 | 56/100 | D |
| 21 | llmc vmlinuzx/llmc edit_blockget_metricsinspect_code+18 | 21 | <=2025-11-25 | 56/100 | D |
| 22 | mcp-plesk-unified barateza/mcp-plesk-unified check_sync_statusdaemon_healthget_file_content+7 | 10 | <=2025-11-25 | 56/100 | D |
| 23 | media-mcp woosal1337/media-mcp add_filter_ruleadd_user_to_monitorcheck_follow_relationship+28 | 31 | 2026-07-28+ | 56/100 | D |
| 24 | yellow-pages ethank64/yellow-pages discover_operationsexecute_operation | 2 | 2026-07-28+ | 56/100 | D |
| 25 | code-sage faxioman/code-sage analyze_codecheck_statusdelete_index+1 | 4 | <=2025-11-25 | 55/100 | D |
| 26 | mcp-vision groundlight/mcp-vision locate_objectszoom_to_object | 2 | <=2025-11-25 | 55/100 | D |
| 27 | mychatarchive 1ch1n/mychatarchive capture_thoughtget_contextget_current_datetime+2 | 5 | <=2025-11-25 | 55/100 | D |
| 28 | 3gpp-mcp-server edhijlu/3gpp-mcp-server compare_specificationsfind_implementation_requirementsget_specification_details+1 | 4 | 2026-07-28+ | 54/100 | D |
| 29 | causantic Entrolution/causantic list-projectspredictrecall+1 | 4 | <=2025-11-25 | 54/100 | D |
| 30 | hyperweave InnerAura/hyperweave hw_composehw_discoverhw_validate | 3 | <=2025-11-25 | 54/100 | D |
| 31 | json-ghost-mannequin-pipeline peterpeeterspeter/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 54/100 | D |
| 32 | local-llm-provider lotaway/local-llm-provider clickclick_atclose_page+12 | 15 | 2026-07-28+ | 54/100 | D |
| 33 | mcp-server RanisMinsafin/mcp-server find_classfind_kafka_listenersfind_method+3 | 6 | 2026-07-28+ | 54/100 | D |
| 34 | pdfkb-mcp juanqui/pdfkb-mcp add_documentdelete_documentexport_knowledge_base+8 | 11 | <=2025-11-25 | 54/100 | D |
| 35 | pixeltable-mcp-server pixeltable/pixeltable-mcp-server add_computed_columncreate_querycreate_table+19 | 22 | <=2025-11-25 | 54/100 | D |
| 36 | rag-template ydkulks/rag-template clear_documentsget_statsingest_csv+2 | 5 | 2026-07-28+ | 54/100 | D |
| 37 | files-db-mcp randomm/files-db-mcp get_collection_statsget_file_contentget_model_info+2 | 5 | <=2025-11-25 | 53/100 | D |
| 38 | huggingface_mcp Talos-AI-Solutions/huggingface_mcp check_dataset_validityfilter_datasetget_dataset_first_rows+9 | 12 | <=2025-11-25 | 53/100 | D |
| 39 | memento-mcp JinHo-von-Choi/memento-mcp amendapply_updatebatch_remember+17 | 20 | <=2025-11-25 | 53/100 | D |
| 40 | minima dmayboroda/minima minima-query | 1 | <=2025-11-25 | 53/100 | D |
| 41 | smart-connections-mcp dan6684/smart-connections-mcp find_relatedget_context_blockssemantic_search | 3 | <=2025-11-25 | 53/100 | D |
| 42 | Garak-MCP EdenYavin/Garak-MCP get_reportlist_garak_probeslist_model_types+2 | 5 | 2026-07-28+ | 52/100 | D |
| 43 | Mosaic seiggy/Mosaic clear_memorygenerate_diagramget_repository_graph_stats+8 | 11 | <=2025-11-25 | 52/100 | D |
| 44 | ask-another matthewgjohnson/ask-another cancel_research_jobget_favouritesget_provider_status+7 | 10 | <=2025-11-25 | 52/100 | D |
| 45 | mastra2-course anotherjung/mastra2-course calculatorget-transactionsget-weather | 3 | 2025-06-18+ | 52/100 | D |
| 46 | mcp-client-server duaraghav8/mcp-client-server addechogreet+14 | 17 | 2026-07-28+ | 52/100 | D |
| 47 | mcp-memory-server PiGrieco/mcp-memory-server analyze_messageauto_save_memorycreate_memory+16 | 19 | 2026-07-28+ | 52/100 | D |
| 48 | mcp-registry chun-wei0413/mcp-registry learn_knowledgesearch_knowledge | 2 | 2026-07-28+ | 52/100 | D |
| 49 | mcp-server-251215 iamnotyk/mcp-server-251215 calculatorgenerate_imagegeocode+3 | 6 | 2026-07-28+ | 52/100 | D |
| 50 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |