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226 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 |
| doris-mcp-server apache/doris-mcp-server exec_queryget_db_listget_db_table_list+5 |
| 8 |
| <=2025-11-25 |
| 69/100 |
| C |
| 2 | plydb kineticloom/plydb get_semantic_contextquery | 2 | 2025-06-18+ | 69/100 | C |
| 3 | imessage-mcp wyattjoh/imessage-mcp get_chatsget_handlesget_messages_from_chat+3 | 6 | 2026-07-28+ | 68/100 | C |
| 4 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 5 | mcp-server sunilkumar1996/mcp-server download_mediaget_chatget_contact_chats+9 | 12 | 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 | mock-mcp-servers message-extensions/mock-mcp-servers create_taskfetchfetch_latest_slack_message+10 | 13 | 2026-07-28+ | 67/100 | C |
| 9 | transcriptor-mcp samson-art/transcriptor-mcp get_available_subtitlesget_chaptersget_raw_subtitles+5 | 8 | 2025-06-18+ | 67/100 | C |
| 10 | fluxmail churichard/fluxmail create_draftdelete_draftdownload_attachment+12 | 15 | <=2025-11-25 | 66/100 | C |
| 11 | nornweave DataCovey/nornweave tool_create_inboxtool_get_attachment_contenttool_list_attachments+5 | 8 | <=2025-11-25 | 65/100 | C |
| 12 | parse-dmarc dmarcguardhq/parse-dmarc get_dkim_statsget_domain_statsget_org_stats+6 | 9 | <=2025-11-25 | 65/100 | C |
| 13 | rmcp-mailer AlvinHon/rmcp-mailer add_email_recordadd_eventadd_event_attendee+26 | 29 | <=2025-11-25 | 65/100 | C |
| 14 | DiscordMCP Rastrian/DiscordMCP bulk_delete_messagescreate_channelcreate_role+13 | 16 | 2026-07-28+ | 64/100 | C |
| 15 | alphafold-sovereign-mcp smaniches/alphafold-sovereign-mcp export_research_datasetfind_drug_gene_networkget_knowledge_graph_stats+2 | 5 | <=2025-11-25 | 64/100 | C |
| 16 | whatsapp-mcp-secure miclivne/whatsapp-mcp-secure download_mediaget_chatget_contact_chats+6 | 9 | 2026-07-28+ | 64/100 | C |
| 17 | docs-mcp cometchat/docs-mcp fetch_pageget_bundlelist_bundles+2 | 5 | 2026-07-28+ | 63/100 | C |
| 18 | kusto-mcp johnib/kusto-mcp execute-queryinitialize-connectionreport-issue+4 | 7 | 2026-07-28+ | 63/100 | C |
| 19 | nlsql-mcp-server-npm tushar-badhwar/nlsql-mcp-server-npm analyze_schemaconnectconnect_database+14 | 17 | <=2025-11-25 | 63/100 | C |
| 20 | schemabrain Arun-kc/schemabrain describe_columndescribe_entitydescribe_table+9 | 12 | 2026-07-28+ | 63/100 | C |
| 21 | speaking-bots-mcp Meeting-BaaS/speaking-bots-mcp generatePersonaImagejoinSpeakingMeetingleaveSpeakingMeeting | 3 | 2026-07-28+ | 63/100 | C |
| 22 | contextkit Quiet-Victory-Labs/contextkit db_describe_tabledb_list_schemasdb_list_tables+11 | 14 | 2026-07-28+ | 62/100 | C |
| 23 | jsboige-mcp-servers jsboige/jsboige-mcp-servers access_jina_resourceadd_cellcleanup_all_kernels+17 | 20 | <=2025-11-25 | 62/100 | C |
| 24 | rms-mail-public max-ramas/rms-mail-public fetch_emails | 1 | 2026-07-28+ | 62/100 | C |
| 25 | Contextcore lucifer-ux/Contextcore fetch_contentget_codebase_contextget_codebase_index+9 | 12 | 2026-07-28+ | 61/100 | C |
| 26 | indexing-co-mcp indexing-co/indexing-co-mcp backfillchartclear_events+11 | 14 | 2026-07-28+ | 61/100 | C |
| 27 | mac_messages_mcp carterlasalle/mac_messages_mcp tool_check_addressbooktool_check_contactstool_check_db_access+3 | 6 | <=2025-11-25 | 61/100 | C |
| 28 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 29 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 30 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 31 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 32 | day3.app Mopra/day3.app day3_contextday3_create_campaignday3_get_campaign+3 | 6 | 2026-07-28+ | 60/100 | C |
| 33 | forge initializ/forge browser_clickbrowser_extractbrowser_fill+7 | 10 | 2026-07-28+ | 60/100 | C |
| 34 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 35 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 36 | mcp-statcan Aryan-Jhaveri/mcp-statcan fetch_vectors_to_databaseget_all_cubes_listget_all_cubes_list_lite+8 | 11 | 2026-07-28+ | 60/100 | C |
| 37 | yacli NextStat/yacli yacli.account.currentyacli.account.listyacli.app.snapshot+28 | 31 | <=2025-11-25 | 60/100 | C |
| 38 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 39 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 40 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 41 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 42 | 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 |
| 43 | 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 |
| 44 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 45 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 46 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 47 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 48 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 49 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 50 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |