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550 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AIDaemon EvalVis/AIDaemon addParticipantaddSmitheryMcpcancelJob+19 | 22 | 2026-07-28+ | 59/100 | D |
| 2 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server |
| 7 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 4 | MCP-example Tugapi/MCP-example addaddanalyze_sentiment+8 | 11 | 2026-07-28+ | 59/100 | D |
| 5 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 6 | MedCP BaranziniLab/MedCP get_clinical_records_schemaget_knowledge_graph_schemaquery_clinical_records+1 | 4 | <=2025-11-25 | 59/100 | D |
| 7 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 8 | RAMen Rohit-Dnath/RAMen getrecallremember+2 | 5 | 2026-07-28+ | 59/100 | D |
| 9 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 10 | chatsong jingangdidi/chatsong schedule_taskupdate_goal_status | 2 | <=2025-11-25 | 59/100 | D |
| 11 | cloudflareMcpServerTest PrashamTrivedi/cloudflareMcpServerTest parse-resume | 1 | 2026-07-28+ | 59/100 | D |
| 12 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 13 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 14 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 15 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 16 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 17 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 18 | fenic-examples typedef-ai/fenic-examples read_storysearch_storiessummarize_story | 3 | 2026-07-28+ | 59/100 | D |
| 19 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 20 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 21 | knowledge-mcp olafgeibig/knowledge-mcp answerlist_knowledgebasesquery_global+3 | 6 | <=2025-11-25 | 59/100 | D |
| 22 | langextract-mcp larsenweigle/langextract-mcp extract_from_textextract_from_url | 2 | 2026-07-28+ | 59/100 | D |
| 23 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 24 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 25 | mcp-server yahyafaheem/mcp-server describe_tableget_db_schemaget_sample_rows+1 | 4 | 2026-07-28+ | 59/100 | D |
| 26 | mcp-server-mariadb-vector DavidRamosSal/mcp-server-mariadb-vector mariadb_create_vector_storemariadb_delete_vector_storemariadb_insert_documents+2 | 5 | 2026-07-28+ | 59/100 | D |
| 27 | memento-mcp gannonh/memento-mcp add_observationscreate_entitiescreate_relations+13 | 16 | <=2025-11-25 | 59/100 | D |
| 28 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 29 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 30 | mysql-query-mcp-server devakone/mysql-query-mcp-server environmentsinfoquery | 3 | <=2025-11-25 | 59/100 | D |
| 31 | obsidian-rag-mcp danielscholl/obsidian-rag-mcp explore_connected_conclusionsget_conclusion_traceget_note+6 | 9 | <=2025-11-25 | 59/100 | D |
| 32 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 33 | openai-image-mcp lpenguin/openai-image-mcp generate_image_dalle2generate_image_dalle3generate_image_gpt+3 | 6 | 2026-07-28+ | 59/100 | D |
| 34 | pochita-mcp DeafeningRoar/pochita-mcp generate-image | 1 | <=2025-11-25 | 59/100 | D |
| 35 | rag-memory-pg-mcp kshidenko/rag-memory-pg-mcp addObservationschunkDocumentcreateEntities+20 | 23 | 2026-07-28+ | 59/100 | D |
| 36 | slimcontext-mcp-server agentailor/slimcontext-mcp-server summarize_messagestrim_messages | 2 | 2026-07-28+ | 59/100 | D |
| 37 | spring-mcp-server-example kjyy08/spring-mcp-server-example changeUserRolecheckUserExistscreateUser+7 | 10 | 2026-07-28+ | 59/100 | D |
| 38 | uingest UltraRepo/uingest crawl_single_pageget_available_sourcessearch_documents_by_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 39 | xrpl-referee eamwhite1/xrpl-referee assess_counterparty_and_jobaudit_taskaward_job+22 | 25 | 2026-07-28+ | 59/100 | D |
| 40 | zvec-mcp-server zvec-ai/zvec-mcp-server create_and_open_collectioncreate_indexdelete_documents+14 | 17 | 2026-07-28+ | 59/100 | D |
| 41 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 42 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 43 | MCP-123 Tylersuard/MCP-123 add | 1 | 2025-06-18+ | 58/100 | D |
| 44 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 45 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 46 | aegis-memory quantifylabs/aegis-memory add_memoryadd_reflectioncross_agent_query+9 | 12 | 2026-07-28+ | 58/100 | D |
| 47 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 48 | bytepro-mcp-core bytepro-ai/bytepro-mcp-core add_customerdescribe_tablelist_tables+1 | 4 | <=2025-11-25 | 58/100 | D |
| 49 | claude-code-openai-mcp wynandw87/claude-code-openai-mcp analyze_imageaskbrainstorm+12 | 15 | 2026-07-28+ | 58/100 | D |
| 50 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |