Loading ToolBench
442 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | sqlite-memory-mcp RMANOV/sqlite-memory-mcp add_observationsassess_contextbridge_pull+31 | 34 | <=2025-11-25 | 48/100 | F |
| 52 | tiny-loop DiscreteTom/tiny-loop addcustom_method_onecustom_method_two+8 |
| 11 |
| <=2025-11-25 |
| 48/100 |
| F |
| 53 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 54 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 55 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 56 | NTS_MCP_FS Nefrols/NTS_MCP_FS nts_batch_toolsnts_code_navigatents_code_refactor+16 | 19 | <=2025-11-25 | 47/100 | F |
| 57 | ai-counsel blueman82/ai-counsel deliberateget_file_treeget_quality_metrics+6 | 9 | <=2025-11-25 | 47/100 | F |
| 58 | ai-pair-programmer-mcp K4sku/ai-pair-programmer-mcp brainstormpairreview+2 | 5 | <=2025-11-25 | 47/100 | F |
| 59 | annot denolehov/annot review_contentreview_diffreview_file | 3 | 2026-07-28+ | 47/100 | F |
| 60 | bluekit-mcp-server stephan-chiorean/bluekit-mcp-server bluekit.init_projectbluekit_agent_createAgentbluekit_agent_generateAgent+11 | 14 | 2026-07-28+ | 47/100 | F |
| 61 | dag-mcp anas-domesticus/dag-mcp add_taskdelete_taskget_prompt+5 | 8 | <=2025-11-25 | 47/100 | F |
| 62 | deebo-prototype MjrTom/deebo-prototype checkread_deebo_guidestart | 3 | 2026-07-28+ | 47/100 | F |
| 63 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 64 | folio-mcp parasshah10/folio-mcp foliosearch | 2 | <=2025-11-25 | 47/100 | F |
| 65 | jules-mcp RockYang73/jules-mcp jules_apply_patchjules_check_statusjules_create_task+1 | 4 | 2026-07-28+ | 47/100 | F |
| 66 | mcp-commit-story wiggitywhitney/mcp-commit-story journal_add_reflectionjournal_capture_context | 2 | <=2025-11-25 | 47/100 | F |
| 67 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 68 | patch-file-mcp-fork matdev83/patch-file-mcp-fork patch_file | 1 | <=2025-11-25 | 47/100 | F |
| 69 | sage-mcp david-strejc/sage-mcp list_modelssage | 2 | <=2025-11-25 | 47/100 | F |
| 70 | skills-mcp tsoernes/skills-mcp get_skilllist_skill_assetslist_skills+4 | 7 | <=2025-11-25 | 47/100 | F |
| 71 | sopr-mcp snapback-dev/sopr-mcp cachecheckgraph+5 | 8 | 2025-06-18+ | 47/100 | F |
| 72 | spackle tspader/spackle builddescribe_tableextract_code+6 | 9 | 2026-07-28+ | 47/100 | F |
| 73 | CodeMCP SimplyLiz/CodeMCP annotationGetannotationListannotationSet+3 | 6 | <=2025-11-25 | 46/100 | F |
| 74 | Cognisphere IhateCreatingUserNames2/Cognisphere analyze_emotionclassify_and_route_query_toolconnect_external_agent+8 | 11 | 2026-07-28+ | 46/100 | F |
| 75 | GitStuffServer skurekjakub/GitStuffServer ado_pr_changesado_pr_commentado_pr_threads+1 | 4 | 2026-07-28+ | 46/100 | F |
| 76 | MCP-server lhabacuc/MCP-server abortappend_fileclick+24 | 27 | 2026-07-28+ | 46/100 | F |
| 77 | Mcp-Server jspark2504/Mcp-Server analyze_javaanalyze_pythonaudit_project_vs_check_spec+4 | 7 | 2026-07-28+ | 46/100 | F |
| 78 | Memorys LeandroPG19/Memorys cuba_almacuba_archivocuba_calibrate+23 | 26 | <=2025-11-25 | 46/100 | F |
| 79 | Mnemosyne-Neural-OS Mnemosyne-OS/Mnemosyne-Neural-OS mnemosyne_aboutmnemosyne_agenda_addmnemosyne_agenda_list+26 | 29 | 2026-07-28+ | 46/100 | F |
| 80 | PikoChan neur0map/PikoChan chatconfigcron+10 | 13 | <=2025-11-25 | 46/100 | F |
| 81 | PulseFramework manuelfussTC/PulseFramework pulse_checkpointpulse_correctpulse_doctor+7 | 10 | 2026-07-28+ | 46/100 | F |
| 82 | ShellBridge fengyincheng/ShellBridge executeShellApprovalgetGitStatusgitStage+10 | 13 | 2026-07-28+ | 46/100 | F |
| 83 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 84 | apollo-agent AlexandrosLiaskos/apollo-agent cdexecute_shell_commandget_npm_package+19 | 22 | 2026-07-28+ | 46/100 | F |
| 85 | asset-aware-mcp u9401066/asset-aware-mcp get_docx_contentget_job_statusingest_docx+1 | 4 | <=2025-11-25 | 46/100 | F |
| 86 | build-output-tools-mcp jgordley/build-output-tools-mcp cleanup_old_buildsget_build_outputlist_build_history+3 | 6 | 2026-07-28+ | 46/100 | F |
| 87 | casibase casibase/casibase AddToolAddToolPolicyDeleteTool+15 | 18 | 2026-07-28+ | 46/100 | F |
| 88 | code-context-engine elara-labs/code-context-engine get_codebase_summaryget_git_historyget_recent_commits+8 | 11 | 2026-07-28+ | 46/100 | F |
| 89 | conflicts hegner123/conflicts conflicts | 1 | 2026-07-28+ | 46/100 | F |
| 90 | devcontext aiurda/devcontext initialize_conversation_contextping_serverretrieve_relevant_context | 3 | 2025-06-18+ | 46/100 | F |
| 91 | faf-taf-git Wolfe-Jam/faf-taf-git commitTafUpdategenerateBadgeparseBunOutput+7 | 10 | 2026-07-28+ | 46/100 | F |
| 92 | finsliparn jgabor/finsliparn finslipa_cancelfinslipa_checkfinslipa_clean+4 | 7 | <=2025-11-25 | 46/100 | F |
| 93 | flowcheck backslash-ux/flowcheck detect_injectionsend_sessionget_flow_state+6 | 9 | 2026-07-28+ | 46/100 | F |
| 94 | git-iris hyperb1iss/git-iris ProjectDocsStaticAnalysis | 2 | 2026-07-28+ | 46/100 | F |
| 95 | git-prompts-mcp-server ceshine/git-prompts-mcp-server git-cached-diffgit-commit-messagesgit-diff+1 | 4 | 2025-06-18+ | 46/100 | F |
| 96 | hocr_mcp_server Wooonster/hocr_mcp_server extract_latex | 1 | <=2025-11-25 | 46/100 | F |
| 97 | knowledge-mcp aisystant/knowledge-mcp concept_searchconnect_sourcedisconnect_source+8 | 11 | 2026-07-28+ | 46/100 | F |
| 98 | linksee-memory michielinksee/linksee-memory check_decisiondeclare_anchordream+8 | 11 | <=2025-11-25 | 46/100 | F |
| 99 | locallama-mcp Heratiki/locallama-mcp benchmark_free_modelsbenchmark_modelbenchmark_task+4 | 7 | <=2025-11-25 | 46/100 | F |
| 100 | mbxai-mcp-server-template mibexx/mbxai-mcp-server-template get_weather | 1 | <=2025-11-25 | 46/100 | F |