Loading ToolBench
86 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | CodeGraphContext CodeGraphContext/CodeGraphContext add_code_to_graphadd_package_to_graphanalyze_code_relationships+11 | 14 | 2026-07-28+ | 69/100 | C |
| 2 | laravel-kick |
| 8 |
| 2025-06-18+ |
| 69/100 |
| C |
| 3 | octomind-mcp OctoMind-dev/octomind-mcp createBatchGenerationcreateEnvironmentcreateFromTestPlan+19 | 22 | <=2025-11-25 | 69/100 | C |
| 4 | cachly-mcp cachly-dev/cachly-mcp cache_deletecache_existscache_get+11 | 14 | 2026-07-28+ | 68/100 | C |
| 5 | snippets cheolwanpark/snippets search | 1 | 2026-07-28+ | 67/100 | C |
| 6 | aduib-mcp-server chaorenex1/aduib-mcp-server Provide-URL-based-web-content-crawlingRetrieve information from Doc Knowledge BaseRetrieve information from My Browser History+15 | 18 | <=2025-11-25 | 66/100 | C |
| 7 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 8 | codebadger Lekssays/codebadger find_command_injection_sinkslist_callslist_methods | 3 | <=2025-11-25 | 66/100 | C |
| 9 | contex cahoots-org/contex assign_role_endpointcreate_keyexport_audit_events+13 | 16 | 2026-07-28+ | 66/100 | C |
| 10 | mcp-klever-vm klever-io/mcp-klever-vm enhance_with_contextfind_similarget_context+3 | 6 | 2026-07-28+ | 66/100 | C |
| 11 | mcp-sonarqube MoisesTapia/mcp-sonarqube create_projectdelete_projectget_measures+6 | 9 | <=2025-11-25 | 65/100 | C |
| 12 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 13 | debug-runbook UnCooe/debug-runbook investigate | 1 | 2026-07-28+ | 64/100 | C |
| 14 | laravel-kick StuMason/laravel-kick kick_artisan_listkick_artisan_runkick_health+5 | 8 | 2025-06-18+ | 64/100 | C |
| 15 | monad-mcp monad-developers/monad-mcp get-blockget-contract-sourceget-erc20-balance+3 | 6 | <=2025-11-25 | 63/100 | C |
| 16 | aiana ry-ops/aiana aiana_statusmemory_addmemory_feedback+5 | 8 | 2026-07-28+ | 61/100 | C |
| 17 | git-steer ry-ops/git-steer fabric_cve_compactfabric_cve_enrichfabric_cve_queue+24 | 27 | 2026-07-28+ | 61/100 | C |
| 18 | codebadger qcri/codebadger codebase_overviewfind_command_injection_sinkslist_calls+2 | 5 | <=2025-11-25 | 60/100 | C |
| 19 | llamator-mcp-server RomiconEZ/llamator-mcp-server create_llamator_runget_llamator_run | 2 | 2026-07-28+ | 60/100 | C |
| 20 | subcog zircote/subcog captureconsolidatedelete+11 | 14 | 2026-07-28+ | 60/100 | C |
| 21 | ai-docs-vector-db-hybrid-scraper BjornMelin/ai-docs-vector-db-hybrid-scraper add_documentanalyze_contentclear_cache+15 | 18 | 2025-06-18+ | 49/100 | F |
| 22 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 23 | mcp-on-vercel-monad YCrydev/mcp-on-vercel-monad decimal_to_hexdecode_calldatadecode_transaction+9 | 12 | <=2025-11-25 | 48/100 | F |
| 24 | tmux-claude-mcp-server michael-abdo/tmux-claude-mcp-server enhancedReadenhancedSendexecuteParallel+16 | 19 | <=2025-11-25 | 48/100 | F |
| 25 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 26 | orbit alinsgit/orbit add_host_elevatedadd_service_to_pathadd_to_path+42 | 45 | 2026-07-28+ | 47/100 | F |
| 27 | symfony-mcp-server klapaudius/symfony-mcp-server code-analyzerhello-world | 2 | 2025-06-18+ | 47/100 | F |
| 28 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 29 | aeamcp openSVM/aeamcp analyzeMcpServerCompatibilityestimateRegistrationFeesgetAgent+15 | 18 | 2025-06-18+ | 46/100 | F |
| 30 | borgos vizi2000/borgos analyze_codedelete_filedeploy_project+11 | 14 | <=2025-11-25 | 46/100 | F |
| 31 | pipe brownjer3/pipe get_sync_statusget_team_contextlist_platforms+3 | 6 | <=2025-11-25 | 46/100 | F |
| 32 | arxiv-research-mcp borderlessboy/arxiv-research-mcp arxiv_cache_managementarxiv_researchclear_cache+2 | 5 | <=2025-11-25 | 45/100 | F |
| 33 | git-memory-mcp-server nirutyodjai/git-memory-mcp-server get_current_branchget_file_historyget_recent_commits+6 | 9 | 2026-07-28+ | 45/100 | F |
| 34 | mcp-ecosystem-platform turtir-ai/mcp-ecosystem-platform diagnose_system_issueget_system_healthrestart_mcp_server | 3 | <=2025-11-25 | 45/100 | F |
| 35 | swarmcode spranab/swarmcode swarm_listenswarm_receiveswarm_register+2 | 5 | 2026-07-28+ | 45/100 | F |
| 36 | GitHub-Agent hwrcome/GitHub-Agent analyze_repo_quality | 1 | <=2025-11-25 | 44/100 | F |
| 37 | revenium-mcp revenium/revenium-mcp alertscustomersmetering+5 | 8 | 2026-07-28+ | 44/100 | F |
| 38 | Mastery-AI-Apps-Dev paulasilvatech/Mastery-AI-Apps-Dev create_userdelete_userget_order_with_details+6 | 9 | 2026-07-28+ | 42/100 | F |
| 39 | MonkeyUI MonkeyUI-dev/MonkeyUI get_aesthetic_guidanceget_design_system | 2 | 2026-07-28+ | 42/100 | F |
| 40 | ai-api-agent yygqzzk/ai-api-agent analyze_dependenciesgenerate_exampleget_api_detail+4 | 7 | <=2025-11-25 | 42/100 | F |
| 41 | codeseeker jghiringhelli/codeseeker context-optimizerdatabase-schema-analysissemantic-graph | 3 | <=2025-11-25 | 42/100 | F |
| 42 | yandex-tracker-mcp aikts/yandex-tracker-mcp board_getboard_get_allcomment_templates_get_all+35 | 38 | 2026-07-28+ | 42/100 | F |
| 43 | AEnvironment inclusionAI/AEnvironment | 0 | <=2025-11-25 | 41/100 | F |
| 44 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 45 | GraphMemory-IDE elementalcollision/GraphMemory-IDE graph_analyzegraph_queryknowledge_cluster+7 | 10 | 2026-07-28+ | 41/100 | F |
| 46 | colign colign/colign create_acceptance_criteriaget_change_infolist_acceptance_criteria+3 | 6 | 2026-07-28+ | 40/100 | F |
| 47 | portoser nonagenticai/portoser createMCPTooldeleteMCPToolgetMCPTools+1 | 4 | 2026-07-28+ | 40/100 | F |
| 48 | solesonic-llm-api isaacpeel/solesonic-llm-api create_confluence_pageuri-ingest | 2 | 2026-07-28+ | 40/100 | F |
| 49 | agent_fabric nschwermann/agent_fabric dynamic proxy tooldynamic workflow tool | 2 | <=2025-11-25 | 39/100 | F |
| 50 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |