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186 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 | decide decidefyi/decide cancellation_penaltyrefund_eligibility | 2 | 2026-07-28+ | 72/100 | B |
| 6 | vcon-mcp vcon-dev/vcon-mcp add_analysisadd_attachmentadd_dialog+17 | 20 | 2026-07-28+ | 72/100 | B |
| 7 | sec-filings-mcp stagproject/sec-filings-mcp get_filing_samplepurchase_filingpurchase_single_patent+2 | 5 | 2026-07-28+ | 71/100 | B |
| 8 | mcp-server finmap-org/mcp-server analyze_market_overviewanalyze_sector_performanceget_company_profile_us+6 | 9 | <=2025-11-25 | 70/100 | B |
| 9 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 10 | openaccountants openaccountants/openaccountants get_skillget_skill_sectionslist_skills+3 | 6 | <=2025-11-25 | 68/100 | C |
| 11 | sapgui.mcp Hochfrequenz/sapgui.mcp browser_clickbrowser_evaluatebrowser_fill+14 | 17 | 2026-07-28+ | 68/100 | C |
| 12 | aegisgov-sec-mcp AEGISGOVDAO/aegisgov-sec-mcp get_company_profileget_filingsget_financials+1 | 4 | 2026-07-28+ | 67/100 | C |
| 13 | mock-mcp-servers message-extensions/mock-mcp-servers create_taskfetchfetch_latest_slack_message+10 | 13 | 2026-07-28+ | 67/100 | C |
| 14 | Crypto-Price-AI-Agent anirudhmsu/Crypto-Price-AI-Agent add_cryptocurrencydelete_cryptocurrencyget_all_cryptocurrencies+2 | 5 | 2026-07-28+ | 66/100 | C |
| 15 | countbean-plugin CPUtester5465/countbean-plugin accountsadd_transactionsawait_device_approval+11 | 14 | 2026-07-28+ | 66/100 | C |
| 16 | developers-agent-toolkit Mastercard/developers-agent-toolkit get-api-operation-detailsget-api-operation-listget-documentation+6 | 9 | 2026-07-28+ | 65/100 | C |
| 17 | lyra-mcp-server luisa-sys/lyra-mcp-server lyra_add_contactlyra_add_contact_to_tribelyra_connect_calendar+11 | 14 | 2026-07-28+ | 65/100 | C |
| 18 | sp500-mcp-server zhensherlock/sp500-mcp-server get_company_filingsget_company_financialsget_company_info+3 | 6 | 2025-06-18+ | 65/100 | C |
| 19 | experimental-ext-variants modelcontextprotocol/experimental-ext-variants add_labeladd_review_commentbalance+23 | 26 | 2026-07-28+ | 64/100 | C |
| 20 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 21 | docs-mcp cometchat/docs-mcp fetch_pageget_bundlelist_bundles+2 | 5 | 2026-07-28+ | 63/100 | C |
| 22 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 23 | kusto-mcp johnib/kusto-mcp execute-queryinitialize-connectionreport-issue+4 | 7 | 2026-07-28+ | 63/100 | C |
| 24 | mcp-server PostIdentity/mcp-server archive_identitycreate_identitygenerate_post+7 | 10 | 2026-07-28+ | 63/100 | C |
| 25 | mcp-server jjesusaf/mcp-server add_apu_itemadd_budget_itemcreate_apu+17 | 20 | 2026-07-28+ | 62/100 | C |
| 26 | MCP_Server Sakshamtomar2004/MCP_Server add_expensecreate_issueget_repo_info+5 | 8 | <=2025-11-25 | 61/100 | C |
| 27 | guepard-mcp-server Guepard-Corp/guepard-mcp-server checkout_branchcheckout_snapshotcreate_branch_from_snapshot+18 | 21 | 2026-07-28+ | 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 | abap-adt-mcp williansaez/abap-adt-mcp atcApplyQuickfixatcCheckVariantatcCustomizing+16 | 19 | <=2025-11-25 | 60/100 | C |
| 32 | day3.app Mopra/day3.app day3_contextday3_create_campaignday3_get_campaign+3 | 6 | 2026-07-28+ | 60/100 | C |
| 33 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 34 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 35 | yacli NextStat/yacli yacli.account.currentyacli.account.listyacli.app.snapshot+28 | 31 | <=2025-11-25 | 60/100 | C |
| 36 | SEC-MCP Aomala/SEC-MCP comparediff_fundamentalsfind_peers+15 | 18 | 2026-07-28+ | 59/100 | D |
| 37 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 38 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 39 | itin-finance-mcp bguillow-rgb/itin-finance-mcp can_i_get_this_loanfaq_lookupfind_itin_lenders+4 | 7 | 2026-07-28+ | 59/100 | D |
| 40 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 41 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 42 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 43 | teleperson-mcp-server Rtroman14/teleperson-mcp-server book_meetingcheck_availabilitycheck_availability+10 | 13 | 2026-07-28+ | 58/100 | D |
| 44 | NyxDocs nyxn-ai/NyxDocs check_updatesget_documentationget_project_info+5 | 8 | <=2025-11-25 | 57/100 | D |
| 45 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 46 | garza-home-mcp itsablabla/garza-home-mcp abode_get_deviceabode_get_modeabode_get_mode+42 | 45 | <=2025-11-25 | 57/100 | D |
| 47 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 48 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 49 | MCP-TEST-Agent Harsha-Kumar-06/MCP-TEST-Agent check_pto_balancecheck_system_statuscreate_support_ticket+12 | 15 | 2026-07-28+ | 56/100 | D |
| 50 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |