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381 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AI-Business-Automation-Agent Danish08654/AI-Business-Automation-Agent approve_invoiceflag_for_reviewgenerate_ap_summary+5 | 8 | 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 | CodeRAG maciek-O-digiaidev/CodeRAG coderag_backlogcoderag_contextcoderag_docs+3 | 6 | 2026-07-28+ | 59/100 | D |
| 4 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 5 | MedCP BaranziniLab/MedCP get_clinical_records_schemaget_knowledge_graph_schemaquery_clinical_records+1 | 4 | <=2025-11-25 | 59/100 | D |
| 6 | SENTARION sammyboi81/SENTARION cost_estimatedispatch_with_dependenciesgovern+10 | 13 | 2026-07-28+ | 59/100 | D |
| 7 | advanced-slack-mcp coreyepstein/advanced-slack-mcp add_reactionfind_userget_channel_info+9 | 12 | 2026-07-28+ | 59/100 | D |
| 8 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 9 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 10 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 11 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 12 | lilith-zero BadC-mpany/lilith-zero addarchivecalculate+35 | 38 | <=2025-11-25 | 59/100 | D |
| 13 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 14 | mcp-notify pilat/mcp-notify send_message | 1 | 2026-07-28+ | 59/100 | D |
| 15 | mcp-rag JMRussas/mcp-rag lookupsearch | 2 | <=2025-11-25 | 59/100 | D |
| 16 | mcp-server yahyafaheem/mcp-server describe_tableget_db_schemaget_sample_rows+1 | 4 | 2026-07-28+ | 59/100 | D |
| 17 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 18 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 19 | mysql-query-mcp-server devakone/mysql-query-mcp-server environmentsinfoquery | 3 | <=2025-11-25 | 59/100 | D |
| 20 | ollama-mcp-server paolodalprato/ollama-mcp-server list_local_modelslocal_llm_chatollama_health_check+6 | 9 | <=2025-11-25 | 59/100 | D |
| 21 | rag-code-mcp doITmagic/rag-code-mcp find_type_definitionfind_usagesget_call_hierarchy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 22 | smartintern-mcp Garblesnarff/smartintern-mcp create_follow_upcreate_meeting_notesextract_action_items+7 | 10 | 2026-07-28+ | 59/100 | D |
| 23 | spring-mcp-server-example kjyy08/spring-mcp-server-example changeUserRolecheckUserExistscreateUser+7 | 10 | 2026-07-28+ | 59/100 | D |
| 24 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 25 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 26 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 27 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 28 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 29 | TrendRadar sansan0/TrendRadar analyze_sentimentexport_dataget_config+17 | 20 | 2026-07-28+ | 58/100 | D |
| 30 | agentic-workflow-mcp Antarpreet/agentic-workflow-mcp api_fetchappend_fileappend_file_lines+15 | 18 | <=2025-11-25 | 58/100 | D |
| 31 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 32 | bytepro-mcp-core bytepro-ai/bytepro-mcp-core add_customerdescribe_tablelist_tables+1 | 4 | <=2025-11-25 | 58/100 | D |
| 33 | call-a-human-mcp nishantmodak/call-a-human-mcp ask_humanrequest_approval | 2 | 2026-07-28+ | 58/100 | D |
| 34 | claude-sidekick-dotnet suryapratap/claude-sidekick-dotnet list_filesmove_fileollama_chat+6 | 9 | <=2025-11-25 | 58/100 | D |
| 35 | database-mcp-server mradovic95/database-mcp-server close_connectionconnect_databaseconnect_from_config+7 | 10 | <=2025-11-25 | 58/100 | D |
| 36 | db-mcp-server FreePeak/db-mcp-server describeexecuteexplain+14 | 17 | 2026-07-28+ | 58/100 | D |
| 37 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 38 | goclaw nextlevelbuilder/goclaw browserclaude_remotecreate_audio+40 | 43 | 2026-07-28+ | 58/100 | D |
| 39 | jit-enablement-engine VicUgochukwu/jit-enablement-engine add_case_studyadd_competitoradd_objection+2 | 5 | 2026-07-28+ | 58/100 | D |
| 40 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 41 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 42 | markdown-rag-mcp SowmeshSharma0/markdown-rag-mcp find_similar_contentsearch_knowledgeupdate_knowledge | 3 | <=2025-11-25 | 58/100 | D |
| 43 | mcp-insights-assistant hakant66/mcp-insights-assistant ingest_csvingest_pdfsearch_docs | 3 | <=2025-11-25 | 58/100 | D |
| 44 | mcp-mysql sajithrw/mcp-mysql mysql_connectmysql_describe_tablemysql_disconnect+5 | 8 | 2026-07-28+ | 58/100 | D |
| 45 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 46 | mysql-mcp-server duckduck93/mysql-mcp-server describe_tableexecuteexplain+5 | 8 | 2025-06-18+ | 58/100 | D |
| 47 | mysql-mcp-server-sse mangooer/mysql-mcp-server-sse mysql_describe_tablemysql_paginate_resultsmysql_query+9 | 12 | <=2025-11-25 | 58/100 | D |
| 48 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 49 | personal-kb-mcp jason-weddington/personal-kb-mcp kb_askkb_bulk_updatekb_explore+13 | 16 | <=2025-11-25 | 58/100 | D |
| 50 | rs_systems_mcp_health_monitor wrenchtokeys/rs_systems_mcp_health_monitor analyze_s3_usagecheck_api_performancecheck_database_performance+4 | 7 | <=2025-11-25 | 58/100 | D |