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116 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 |
| 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 | gnosis-mcp nicholasglazer/gnosis-mcp delete_docget_contextget_doc+8 | 11 | 2026-07-28+ | 74/100 | B |
| 5 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 6 | DocGraph Detective-XH/DocGraph docgraph_contextdocgraph_filesdocgraph_node+1 | 4 | 2026-07-28+ | 72/100 | B |
| 7 | doc-manager giuliohome-org/doc-manager add_attachmentcreate_documentdelete_document+5 | 8 | 2026-07-28+ | 69/100 | C |
| 8 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 9 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 10 | tinderbox-mcp phkus/tinderbox-mcp tinderbox_create_notetinderbox_get_childrentinderbox_get_links+4 | 7 | 2026-07-28+ | 67/100 | C |
| 11 | wpcs-mcp-server vapvarun/wpcs-mcp-server wpcs_check_directorywpcs_check_filewpcs_check_php_compatibility+11 | 14 | 2026-07-28+ | 66/100 | C |
| 12 | reMark BGGBTAC/reMark remarkable_askremarkable_generate_responseremarkable_get_actions+5 | 8 | 2026-07-28+ | 65/100 | C |
| 13 | mcp-servers-factory iamsrinathks/mcp-servers-factory confluence_add_commentconfluence_add_labelconfluence_create_page+27 | 30 | 2026-07-28+ | 64/100 | C |
| 14 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 15 | kusto-mcp johnib/kusto-mcp execute-queryinitialize-connectionreport-issue+4 | 7 | 2026-07-28+ | 63/100 | C |
| 16 | trend-pulse claude-world/trend-pulse get_content_briefget_platform_specsget_reel_guide+7 | 10 | 2026-07-28+ | 63/100 | C |
| 17 | obsidian-mcp eddmann/obsidian-mcp add-tagsappend-contentapply-diff-patch+15 | 18 | 2025-06-18+ | 62/100 | C |
| 18 | blogPublisherMCP singhkunal2050/blogPublisherMCP delete_blog_postget_blog_postlist_blog_posts+2 | 5 | 2026-07-28+ | 61/100 | C |
| 19 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 20 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 21 | content-distribution-mcp AutomateLab-tech/content-distribution-mcp channel_hintspost_drainpost_publish+5 | 8 | 2025-06-18+ | 60/100 | C |
| 22 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 23 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 24 | mcp-vods aahl/mcp-vods mitv_play_mediamoon_detailmoon_search+3 | 6 | 2025-06-18+ | 60/100 | C |
| 25 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 26 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 27 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 28 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 29 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 30 | newtation-mcp Elactrac/newtation-mcp analyze_internal_linksanalyze_onpage_seocheck_technical_fundamentals+11 | 14 | 2026-07-28+ | 58/100 | D |
| 31 | BestReads-MCP-Server dinasaur404/BestReads-MCP-Server addBookReadaddFavoriteAuthoraddGenre+1 | 4 | 2026-07-28+ | 57/100 | D |
| 32 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 33 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 34 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 35 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 36 | servers cardea-mcp/servers calculate_bmicontentexplain+3 | 6 | 2026-07-28+ | 56/100 | D |
| 37 | en-quire nullproof-studio/en-quire doc_append_sectiontext_append | 2 | <=2025-11-25 | 55/100 | D |
| 38 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 39 | n8n-workflow-builder schimmmi/n8n-workflow-builder adapt_templateadd_node_intentanalyze_change_impact+19 | 22 | 2026-07-28+ | 55/100 | D |
| 40 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 41 | youtube-summarizer-mcp yongkangc/youtube-summarizer-mcp analyze_transcriptextract_video_id_toolget_transcript+5 | 8 | <=2025-11-25 | 55/100 | D |
| 42 | interject mistakeknot/interject interject_detailinterject_dismissinterject_inbox+7 | 10 | <=2025-11-25 | 54/100 | D |
| 43 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 44 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 45 | idvorkin-blog-mcp idvorkin/idvorkin-blog-mcp all_blog_postsblog_infoblog_search+6 | 9 | <=2025-11-25 | 53/100 | D |
| 46 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 47 | Gins-Blog IchimaruGin728/Gins-Blog analyze_commentscheck_analyticsdraft_post+3 | 6 | 2026-07-28+ | 52/100 | D |
| 48 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 49 | fluffmind chatondearu/fluffmind create_taskget_graphget_workspace+4 | 7 | 2026-07-28+ | 52/100 | D |
| 50 | mcp-analyst-toolkit miptgirl/mcp-analyst-toolkit describe_tableexecute_sql_queryget_github_pr_details+2 | 5 | 2026-07-28+ | 52/100 | D |