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113 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | datapulse-my r3dz4r/datapulse-my find_anomaliesfind_staleget_data_passport+2 | 5 | 2026-07-28+ |
| 89/100 |
| A |
| 2 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 3 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 4 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 5 | sparql-llm sib-swiss/sparql-llm access_sib_biodata_sparqlexecute_sparql_queryget_classes_schema+2 | 5 | 2026-07-28+ | 69/100 | C |
| 6 | MathModDB-MCP MaRDI4NFDI/MathModDB-MCP Batch_SPARQL_QueryExplore_OntologySPARQL_Query | 3 | 2026-07-28+ | 68/100 | C |
| 7 | mock-mcp-servers message-extensions/mock-mcp-servers create_taskfetchfetch_latest_slack_message+10 | 13 | 2026-07-28+ | 67/100 | C |
| 8 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 9 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 10 | docs-mcp cometchat/docs-mcp fetch_pageget_bundlelist_bundles+2 | 5 | 2026-07-28+ | 63/100 | C |
| 11 | kusto-mcp johnib/kusto-mcp execute-queryinitialize-connectionreport-issue+4 | 7 | 2026-07-28+ | 63/100 | C |
| 12 | jsboige-mcp-servers jsboige/jsboige-mcp-servers access_jina_resourceadd_cellcleanup_all_kernels+17 | 20 | <=2025-11-25 | 62/100 | C |
| 13 | kb-arena xmpuspus/kb-arena job_statuslist_corporalist_strategies+3 | 6 | 2026-07-28+ | 61/100 | C |
| 14 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 15 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 16 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 17 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 18 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 19 | qdrant-loader cbtw-apac/qdrant-loader expand_clusterfind_ticket_dependenciessearch | 3 | 2026-07-28+ | 60/100 | C |
| 20 | yacli NextStat/yacli yacli.account.currentyacli.account.listyacli.app.snapshot+28 | 31 | <=2025-11-25 | 60/100 | C |
| 21 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 22 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 23 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 24 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 25 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 26 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 27 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 28 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 29 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 30 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 31 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 32 | dataproc-mcp dipseth/dataproc-mcp cancel_dataproc_jobcheck_active_jobscreate_cluster_from_profile+19 | 22 | 2026-07-28+ | 56/100 | D |
| 33 | qdrant-neo4j-crawl4ai-mcp BjornMelin/qdrant-neo4j-crawl4ai-mcp crawl_web_pagecreate_graph_nodecreate_graph_relationship+6 | 9 | <=2025-11-25 | 56/100 | D |
| 34 | citysense olaflaitinen/citysense query_spatial_context | 1 | 2026-07-28+ | 55/100 | D |
| 35 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 36 | n8n-workflow-builder schimmmi/n8n-workflow-builder adapt_templateadd_node_intentanalyze_change_impact+19 | 22 | 2026-07-28+ | 55/100 | D |
| 37 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 38 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 39 | interject mistakeknot/interject interject_detailinterject_dismissinterject_inbox+7 | 10 | <=2025-11-25 | 54/100 | D |
| 40 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 41 | cherry-evals marinone94/cherry-evals get_datasethybrid_search_exampleslist_datasets+2 | 5 | <=2025-11-25 | 53/100 | D |
| 42 | google_workspace_fastmcp2 dipseth/google_workspace_fastmcp2 get_doc_contentmanage_drive_filessearch_docs | 3 | <=2025-11-25 | 52/100 | D |
| 43 | mcp-analyst-toolkit miptgirl/mcp-analyst-toolkit describe_tableexecute_sql_queryget_github_pr_details+2 | 5 | 2026-07-28+ | 52/100 | D |
| 44 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 45 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |
| 46 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 47 | dune-mcp nice-bills/dune-mcp analyze_query_erroranalyze_resultsarchive_query+14 | 17 | <=2025-11-25 | 50/100 | D |
| 48 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 49 | xom-claude-mcp-tools Xomware/xom-claude-mcp-tools analyze_codecreate_issuedeploy+10 | 13 | <=2025-11-25 | 50/100 | D |
| 50 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |