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4,959 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2501 | WhatsApp-MCP elsy77/WhatsApp-MCP connect_whatsappget_whatsapp_chatsget_whatsapp_contacts+5 | 8 | <=2025-11-25 | 48/100 | F |
| 2502 |
| aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts |
| 2 |
| 2026-07-28+ |
| 48/100 |
| F |
| 2503 | agent Fischlvor/agent calculateget_weathersearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2504 | ai-coding-mcp kevinten-ai/ai-coding-mcp analyze_codebasediagnose_errorgenerate_code+23 | 26 | <=2025-11-25 | 48/100 | F |
| 2505 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ | 48/100 | F |
| 2506 | ai-devtools-hw3-a Dannycesp/ai-devtools-hw3-a addscrape_websearch_documentation | 3 | 2026-07-28+ | 48/100 | F |
| 2507 | better-email-mcp n24q02m/better-email-mcp configdeletefolders+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2508 | bptool mclarkson/bptool bp_calculate_mapbp_create_readingbp_delete_reading+4 | 7 | <=2025-11-25 | 48/100 | F |
| 2509 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2510 | co-op Afnanksalal/co-op analyze_pitch_deckrun_alert_nowsave_alert | 3 | 2026-07-28+ | 48/100 | F |
| 2511 | comfy-headless mcp-tool-shop-org/comfy-headless analyze_promptbuild_3d_workflowbuild_audio_separation_workflow+50 | 53 | 2026-07-28+ | 48/100 | F |
| 2512 | customer_services_mcp_server iamtech/customer_services_mcp_server account_balancecustomer_accounts | 2 | 2026-07-28+ | 48/100 | F |
| 2513 | dbmcp-server shoomkloom/dbmcp-server aggregatecollection-indexescollection-schema+10 | 13 | <=2025-11-25 | 48/100 | F |
| 2514 | dynamo-mcp ruvnet/dynamo-mcp add_templatecreate_projectdiscover_templates+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2515 | easemob-doc-mcp dujiepeng/easemob-doc-mcp get_document_contentlist_documentssearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2516 | expense-tracker-mcp-local-server saikat37/expense-tracker-mcp-local-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2517 | expense-tracker-mcp-server shivangshandilya/expense-tracker-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2518 | fastfs-mcp aj-geddes/fastfs-mcp fastfs_cdfastfs_grepfastfs_ls+39 | 42 | 2026-07-28+ | 48/100 | F |
| 2519 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2520 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 2521 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2522 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2523 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 2524 | github-mcp-server ParasSolanki/github-mcp-server get_issueget_pull_requestlist_repositories_issues+8 | 11 | 2026-07-28+ | 48/100 | F |
| 2525 | gmail-mcp-server-by-cdata CDataSoftware/gmail-mcp-server-by-cdata gmail_get_columnsgmail_get_tablesgmail_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 2526 | haiku.rag ggozad/haiku.rag merge_resultssearch_corpus | 2 | 2026-07-28+ | 48/100 | F |
| 2527 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 2528 | inked frgmt0/inked readwrite | 2 | 2026-07-28+ | 48/100 | F |
| 2529 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 2530 | jiso harmoniousmoss/jiso count_recordsdescribe_tableexecute_select+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2531 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 2532 | langchain-mcp-server LiteObject/langchain-mcp-server get_api_referenceget_github_examplesget_latest_version+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2533 | langgraph-voice-agent rosiefaulkner/langgraph-voice-agent create_expensedelete_expenselist_expenses+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2534 | llm-mcp thismohsin/llm-mcp add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2535 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2536 | magic polterguy/magic applyserver.ipstrings.builder.append | 3 | 2026-07-28+ | 48/100 | F |
| 2537 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 2538 | mcp comcpwork/mcp clickhouse_execmysql_execprometheus_exec+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2539 | mcp-box lowcache/mcp-box describe_tablelist_tablesread_query+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2540 | mcp-camunda lepoco/mcp-camunda CompleteUserTaskCountIncidentsCountInstances+9 | 12 | <=2025-11-25 | 48/100 | F |
| 2541 | mcp-data-vis AlejandroArciniegas/mcp-data-vis api_requestcalculatecreate_directory+19 | 22 | 2026-07-28+ | 48/100 | F |
| 2542 | mcp-database-server executeautomation/mcp-database-server alter_tableappend_insightcreate_table+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2543 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2544 | mcp-easy-installer onigetoc/mcp-easy-installer install_mcp_serverrepair_mcp_serversearch_mcp_server+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2545 | mcp-examples saipanyam/mcp-examples adaptive_workflowanalyze_dataanalyze_research_data+22 | 25 | 2026-07-28+ | 48/100 | F |
| 2546 | mcp-gateway theognis1002/mcp-gateway CreateToolDeleteToolDiscoverServerTools+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2547 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 2548 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 2549 | mcp-oauth DTeam-Top/mcp-oauth add_numbers | 1 | 2026-07-28+ | 48/100 | F |
| 2550 | mcp-ollama-local vladimiracunadev-create/mcp-ollama-local grep_textlist_filessystem_info | 3 | 2026-07-28+ | 48/100 | F |