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96 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-server exasol/mcp-server delete_bucketfs_directorydelete_bucketfs_filedescribe_exasol_builtin_function+26 | 29 | <=2025-11-25 | 77/100 | B |
| 2 |
| dbt-llm-agent pragunbhutani/dbt-llm-agent get_model_detailsget_project_summarylist_dbt_models+1 |
| 4 |
| <=2025-11-25 |
| 71/100 |
| B |
| 3 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 4 | doris-mcp-server apache/doris-mcp-server exec_queryget_db_listget_db_table_list+5 | 8 | <=2025-11-25 | 69/100 | C |
| 5 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 6 | faostat-mcp berba-q/faostat-mcp faostat_get_balancefaostat_get_codesfaostat_get_data+14 | 17 | <=2025-11-25 | 67/100 | C |
| 7 | mineru-tianshu magicyuan876/mineru-tianshu get_queue_statsget_task_statuslist_tasks+1 | 4 | <=2025-11-25 | 67/100 | C |
| 8 | mle_kit_mcp IlyaGusev/mle_kit_mcp bashinstall_with_aptllm_proxy_local+7 | 10 | 2026-07-28+ | 64/100 | C |
| 9 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 10 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 11 | customized-elasticsearch-mcp-server Coolgiserz/customized-elasticsearch-mcp-server read_single_newssearch_newssearch_news_with_secondary_filter+1 | 4 | <=2025-11-25 | 59/100 | D |
| 12 | datagovin-mcp-server the-data-gateway-initiative/datagovin-mcp-server agriculture_growth_ratebeneficiaries_under_pmkisancity_wise_wellness_centres+9 | 12 | <=2025-11-25 | 59/100 | D |
| 13 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 14 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 15 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 16 | etim-mcp-server ziouzitsou/etim-mcp-server get_available_languagesget_class_detailsget_feature_details+4 | 7 | <=2025-11-25 | 57/100 | D |
| 17 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 18 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 19 | recife-open-data-mcp jg-cordeiro/recife-open-data-mcp create_sqldescribe_tableexecute_sql+3 | 6 | <=2025-11-25 | 57/100 | D |
| 20 | FNewsCrawler noimank/FNewsCrawler extract-structured-dataextract-table-data | 2 | <=2025-11-25 | 56/100 | D |
| 21 | automl-stat-mcp u9401066/automl-stat-mcp cancel_jobconvert_to_binarydelete_dataset+7 | 10 | <=2025-11-25 | 56/100 | D |
| 22 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 23 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 24 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 25 | RSSidian pedramamini/RSSidian disable_peer_throughenable_peer_throughget_article+9 | 12 | <=2025-11-25 | 53/100 | D |
| 26 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 27 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 28 | mcp_cla_pg harryvaldez/mcp_cla_pg db_1_pg96_blocking_sessionsdb_1_pg96_exec_querydb_1_pg96_hypopg_create_virtual_indexes+11 | 14 | 2026-07-28+ | 51/100 | D |
| 29 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |
| 30 | pocket-data-scientist Real4LA/pocket-data-scientist compare_columnscorrelation_matrixdata_quality_report+10 | 13 | 2025-06-18+ | 51/100 | D |
| 31 | solr-mcp allenday/solr-mcp solr_list_collectionssolr_selectsolr_semantic_select+1 | 4 | <=2025-11-25 | 51/100 | D |
| 32 | Aix-DB apconw/Aix-DB ask_usersql_db_list_tablessql_db_query+1 | 4 | <=2025-11-25 | 50/100 | D |
| 33 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 34 | cloud-service-integration-with-MCP shashankk-42/cloud-service-integration-with-MCP create_storage_bucketdeploy_modelfailover_route+8 | 11 | <=2025-11-25 | 50/100 | D |
| 35 | ml-mcp PushPullCommitPush/ml-mcp creds_addcreds_create_vaultcreds_list+10 | 13 | 2026-07-28+ | 50/100 | D |
| 36 | omni-ai-mcp marmyx77/omni-ai-mcp ask_geminiask_modelcreate_file_store+18 | 21 | <=2025-11-25 | 50/100 | D |
| 37 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 38 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 39 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 40 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 41 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 42 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 43 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 44 | openbridge-mcp openbridge/openbridge-mcp cancel_subscriptioncreate_jobcreate_subscription+25 | 28 | 2026-07-28+ | 47/100 | F |
| 45 | CensusChat hollandkevint/CensusChat calculate_medicare_eligibilityexecute_drill_down_queryexecute_query+7 | 10 | <=2025-11-25 | 46/100 | F |
| 46 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 47 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 48 | asset-aware-mcp u9401066/asset-aware-mcp get_docx_contentget_job_statusingest_docx+1 | 4 | <=2025-11-25 | 46/100 | F |
| 49 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 50 | mcp-research-server hanzdi/mcp-research-server compare_documentsextract_citationsget_document_metadata+6 | 9 | <=2025-11-25 | 46/100 | F |