Loading ToolBench
111 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | aeola thomasindrias/aeola get_ingestion_statusget_productingest_merchant+2 | 5 | 2026-07-28+ | 80/100 | A |
| 2 |
| mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 |
| 9 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | neoimage looptech-ai/neoimage generate_image_geminigenerate_image_openai | 2 | 2026-07-28+ | 71/100 | B |
| 4 | cachly-mcp cachly-dev/cachly-mcp cache_deletecache_existscache_get+11 | 14 | 2026-07-28+ | 68/100 | C |
| 5 | agent-bom msaad00/agent-bom create_ticketdiffexample_asset_posture+5 | 8 | 2026-07-28+ | 67/100 | C |
| 6 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 7 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 8 | cbrowser alexandriashai/cbrowser ai_benchmarkanalyze_pageartifact_fetch+10 | 13 | 2026-07-28+ | 62/100 | C |
| 9 | mcp-server-example inbarajaldrin/mcp-server-example add_inventory_itemget_inventoryget_item_by_id+9 | 12 | 2026-07-28+ | 60/100 | C |
| 10 | terraview leonamvasquez/terraview terraview_cacheterraview_diagramterraview_explain+8 | 11 | 2026-07-28+ | 60/100 | C |
| 11 | website-review-mcp Augmented-Advisors/website-review-mcp capture_presentation_screenshotscapture_screenshotscheck_broken_links+4 | 7 | 2026-07-28+ | 60/100 | C |
| 12 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 13 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 14 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 15 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 16 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 17 | gpt-image-1-mcp naporin0624/gpt-image-1-mcp batch-editedit-imagegenerate-image | 3 | 2026-07-28+ | 57/100 | D |
| 18 | mcp-gateway Forge-Space/mcp-gateway add_patterncompare_specialistsdelete_pattern+7 | 10 | 2026-07-28+ | 57/100 | D |
| 19 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 20 | autospectra-mcp-server RaphaEnterprises-AI/autospectra-mcp-server api_requestcheck_accessibilitycleanup_computer+15 | 18 | <=2025-11-25 | 56/100 | D |
| 21 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 22 | imagegen-mcp spartanz51/imagegen-mcp image-to-imagetext-to-image | 2 | 2026-07-28+ | 56/100 | D |
| 23 | python-paymcp-server-demo PayMCP/python-paymcp-server-demo generate | 1 | <=2025-11-25 | 56/100 | D |
| 24 | texas-grocery-mcp mgwalkerjr95/texas-grocery-mcp cart_addcart_add_manycart_add_with_retry+22 | 25 | <=2025-11-25 | 56/100 | D |
| 25 | awarse-mcp awarselabs/awarse-mcp heal_selector | 1 | 2026-07-28+ | 55/100 | D |
| 26 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 27 | smart-agent Smart75850/smart-agent bilibili_comment_toolbilibili_detail_toolbilibili_rank_tool+23 | 26 | 2026-07-28+ | 55/100 | D |
| 28 | sushi-rag-mcp-server sbecker11/sushi-rag-mcp-server sushi_rag_querysushi_semantic_search | 2 | 2026-07-28+ | 55/100 | D |
| 29 | ddg-agent-payable-services daedalusdevelopmentgroup/ddg-agent-payable-services ddg_agent_distribution_targetsddg_agent_readiness_scorecardddg_agent_status+28 | 31 | 2025-06-18+ | 54/100 | D |
| 30 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 31 | appsec-sentinel cparnin/appsec-sentinel cancel_scancleanup_scansget_attack_chains+14 | 17 | 2026-07-28+ | 53/100 | D |
| 32 | k8s-mcp olaekdahl/k8s-mcp apply_manifestgen_manifest_with_gptlist_kube_targets+2 | 5 | 2026-07-28+ | 53/100 | D |
| 33 | oenskeskyen-mcp mhattingpete/oenskeskyen-mcp add_wishlist_itemget_product_metadataget_user_profile+3 | 6 | <=2025-11-25 | 53/100 | D |
| 34 | penquify MAXMARDONES/penquify penquify_generate_datasetpenquify_generate_documentpenquify_generate_photos+2 | 5 | 2026-07-28+ | 53/100 | D |
| 35 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 36 | wpa-mcp dogkeeper886/wpa-mcp browser_clickbrowser_closebrowser_fill+19 | 22 | 2026-07-28+ | 53/100 | D |
| 37 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 38 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 39 | ekitchen-ingestion ramizarif/ekitchen-ingestion detailed_health_checkget_analytics_healthget_cost_analytics+14 | 17 | <=2025-11-25 | 52/100 | D |
| 40 | mcp-factory evanking12/mcp-factory analyzeanalyze_pathchat+5 | 8 | 2026-07-28+ | 52/100 | D |
| 41 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 42 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 43 | ai-tools samctur/ai-tools generate_imagestore_image_metadata | 2 | 2026-07-28+ | 51/100 | D |
| 44 | community-release-llm-integration xebialabs-community/community-release-llm-integration LlmAgentLlmChatLlmPrompt+5 | 8 | 2025-06-18+ | 51/100 | D |
| 45 | mcp-gateway docker/mcp-gateway | 0 | 2026-07-28+ | 51/100 | D |
| 46 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 47 | spring-ai-agents-rag omonuj/spring-ai-agents-rag diagram_extractget-account-balancegetOrderStatus+5 | 8 | <=2025-11-25 | 51/100 | D |
| 48 | clawpay xodn348/clawpay browse_and_buyget_balancelist_transactions+6 | 9 | 2026-07-28+ | 50/100 | D |
| 49 | mcp-server profullstack/mcp-server aggregate_newscheck_domain_availabilitycheck_email_validity+16 | 19 | 2026-07-28+ | 50/100 | D |
| 50 | mcp_server_wazuh_2025 yorks-dev/mcp_server_wazuh_2025 mcp.health_checkwazuh.get_agentswazuh.get_alerts+4 | 7 | <=2025-11-25 | 50/100 | D |