Loading ToolBench
193 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 |
| B |
| 2 | autonomOS aterrylu/autonomOS create_agentcreate_templateget_org_chart+5 | 8 | 2026-07-28+ | 75/100 | B |
| 3 | pymcpevals akshay5995/pymcpevals adddividemultiply+3 | 6 | 2026-07-28+ | 75/100 | B |
| 4 | skysql-mcp skysqlinc/skysql-mcp ask_agentdelete_dblaunch_serverless_db+1 | 4 | <=2025-11-25 | 75/100 | B |
| 5 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 6 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 7 | second-opinion-mcp-server PoliTwit1984/second-opinion-mcp-server get_second_opinion | 1 | 2026-07-28+ | 69/100 | C |
| 8 | smart-ai-bridge Platano78/smart-ai-bridge askbackup_restorereview+1 | 4 | <=2025-11-25 | 69/100 | C |
| 9 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 10 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 11 | pixelforge-mcp Tehnolabs/pixelforge-mcp advanced_edit_imageanalyze_imageapply_template+11 | 14 | <=2025-11-25 | 68/100 | C |
| 12 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 13 | brainstorm-mcp spranab/brainstorm-mcp add_providerbrainstormbrainstorm_collect+4 | 7 | 2026-07-28+ | 67/100 | C |
| 14 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 15 | gemini-mcp PavelGuzenfeld/gemini-mcp gemini_analyzegemini_askgemini_chat+1 | 4 | 2026-07-28+ | 66/100 | C |
| 16 | image-gen-mcp simonChoi034/image-gen-mcp edit_imagegenerate_imageget_model_capabilities | 3 | 2025-06-18+ | 66/100 | C |
| 17 | DBPilot SkyChenSky/DBPilot get_aasget_aas_top_sqlget_blocking_current+8 | 11 | <=2025-11-25 | 65/100 | C |
| 18 | agent-intern SinanTufekci/agent-intern antigravity_askantigravity_continuecodex_ask+7 | 10 | 2026-07-28+ | 65/100 | C |
| 19 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 20 | mcp-vision-bridge KuaaMU/mcp-vision-bridge analyze_image | 1 | 2026-07-28+ | 65/100 | C |
| 21 | primr blisspixel/primr cancel_jobestimate_runestimate_skill_pack+7 | 10 | <=2025-11-25 | 65/100 | C |
| 22 | SpriteGameGen Nether403/SpriteGameGen animate_spriteenhance_promptexport_character_bundle+7 | 10 | 2026-07-28+ | 64/100 | C |
| 23 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 24 | claude-context zilliztech/claude-context clear_indexget_indexing_statusindex_codebase+1 | 4 | 2026-07-28+ | 64/100 | C |
| 25 | mcp-game-asset-gen Flux159/mcp-game-asset-gen falai_edit_imagefalai_generate_imagegemini_generate_image+8 | 11 | 2026-07-28+ | 64/100 | C |
| 26 | memex STiFLeR7/memex explain_changeget_engineering_contextget_open_problems+8 | 11 | 2026-07-28+ | 64/100 | C |
| 27 | sensegrep Stahldavid/sensegrep sensegrep_clustersensegrep_contextsensegrep_detect_duplicates+6 | 9 | 2026-07-28+ | 64/100 | C |
| 28 | sub-agents-mcp shinpr/sub-agents-mcp run_agent | 1 | 2025-06-18+ | 64/100 | C |
| 29 | mcp-code-review-server crazyrabbitLTC/mcp-code-review-server analyze_repocode_review | 2 | 2026-07-28+ | 63/100 | C |
| 30 | DBJavaGenix ZhaoXingPeng/DBJavaGenix ai_infer_business_namesai_metricsai_recommend_template+14 | 17 | 2026-07-28+ | 62/100 | C |
| 31 | agy-bridge sshahzaiib/agy-bridge adversarial_reviewanalyze_filesdeep_search+3 | 6 | 2026-07-28+ | 62/100 | C |
| 32 | argus Meru143/argus analyze_diffget_historyget_hotspots+2 | 5 | 2026-07-28+ | 62/100 | C |
| 33 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 34 | LokalBoards florian-strasser/LokalBoards claimCardcreateCardgetBoardTree+9 | 12 | 2026-07-28+ | 61/100 | C |
| 35 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 36 | Try_make_mcp demo112/Try_make_mcp apply_suggestions_to_docbuild_projectconvert_to_excel+27 | 30 | <=2025-11-25 | 60/100 | C |
| 37 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 38 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 39 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 40 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 41 | ask-gemini-mcp Lykhoyda/ask-gemini-mcp ask-antigravityask-antigravityask-claude+17 | 20 | 2025-06-18+ | 58/100 | D |
| 42 | gemini-image-gen-mcp collactivelabs/gemini-image-gen-mcp generate_imagegenerate_videogenerate_video_from_image | 3 | <=2025-11-25 | 58/100 | D |
| 43 | mcp-devtools-browser 4bd4ll4h/mcp-devtools-browser clickclose_pageexecute_js+18 | 21 | 2025-06-18+ | 58/100 | D |
| 44 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 45 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 46 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 47 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 48 | nano-banana-pro-mcp easy-to-use-ai/nano-banana-pro-mcp describe_imageedit_imagegenerate_image | 3 | 2026-07-28+ | 57/100 | D |
| 49 | MCP_Server_Config rajkishore2015/MCP_Server_Config git_get_statusjira_create_epicjira_create_story+9 | 12 | 2026-07-28+ | 56/100 | D |
| 50 | concierge concierge-hq/concierge apply_migrationcreate_backupdrain_connections+11 | 14 | 2026-07-28+ | 56/100 | D |