Loading ToolBench
105 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Api-Test-MCP GalaxyXieyu/Api-Test-MCP delete_testcaseget_mcp_metricsget_test_results+7 | 10 | <=2025-11-25 | 49/100 | F |
| 2 | GitPilot-MCP |
| 15 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | conductor-mcp-server bensleveritt/conductor-mcp-server chatcodereviewconsensus+6 | 9 | 2026-07-28+ | 49/100 | F |
| 4 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 5 | lore attila/lore lore_listlore_read_patternlore_search+2 | 5 | 2026-07-28+ | 49/100 | F |
| 6 | mcp-tools GMouaad/mcp-tools CompileCSharpClassConvertBase64ImageToMermaidConvertImageToMermaid+5 | 8 | <=2025-11-25 | 49/100 | F |
| 7 | comfy-headless mcp-tool-shop-org/comfy-headless analyze_promptbuild_3d_workflowbuild_audio_separation_workflow+50 | 53 | 2026-07-28+ | 48/100 | F |
| 8 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 9 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 10 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 11 | Augmentorium wangdangel/Augmentorium graphlist_projectsproject+2 | 5 | 2025-06-18+ | 47/100 | F |
| 12 | Cursor-history-MCP Nossim/Cursor-history-MCP health_checksearch_chat_history | 2 | 2026-07-28+ | 47/100 | F |
| 13 | 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 |
| 14 | MCP_CLI_CODEX PushPullCommitPush/MCP_CLI_CODEX codex_profilescodex_resumecodex_run+3 | 6 | 2026-07-28+ | 47/100 | F |
| 15 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 16 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |
| 17 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 18 | remembrances-mcp madeindigio/remembrances-mcp code_activate_project_watchcode_deactivate_project_watchcode_delete_project+7 | 10 | 2026-07-28+ | 47/100 | F |
| 19 | code-context-engine elara-labs/code-context-engine get_codebase_summaryget_git_historyget_recent_commits+8 | 11 | 2026-07-28+ | 46/100 | F |
| 20 | dbc-query avirar/dbc-query cross_referenceexplain_fieldget_dbc_file_info+8 | 11 | 2026-07-28+ | 46/100 | F |
| 21 | locallama-mcp Heratiki/locallama-mcp benchmark_free_modelsbenchmark_modelbenchmark_task+4 | 7 | <=2025-11-25 | 46/100 | F |
| 22 | mcp-dev-agent lwsinclair/mcp-dev-agent add_memoryadd_repo_memoryanalyze_file_content+13 | 16 | <=2025-11-25 | 46/100 | F |
| 23 | mcp-servers-and-devcontainers semut-project/mcp-servers-and-devcontainers indexCodebasesearchCodebase | 2 | 2026-07-28+ | 46/100 | F |
| 24 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 25 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 26 | DevTools JCP-VISION/DevTools analyze_videoanalyze_video_transcript_onlyanalyze_video_visuals_only+20 | 23 | 2026-07-28+ | 45/100 | F |
| 27 | lumen ory/lumen indexsearch | 2 | <=2025-11-25 | 45/100 | F |
| 28 | nanocontext demirmusa/nanocontext calleescallerscode+16 | 19 | 2026-07-28+ | 45/100 | F |
| 29 | doc-lib-mcp shifusen329/doc-lib-mcp ask-questionget-contextget-embedding | 3 | 2026-07-28+ | 44/100 | F |
| 30 | qdrant-mcp-server mhalder/qdrant-mcp-server add_documentsdelete_collectiondelete_documents+8 | 11 | <=2025-11-25 | 44/100 | F |
| 31 | CodeCompass alvinveroy/CodeCompass agent_querygenerate_suggestionget_changelog+6 | 9 | <=2025-11-25 | 43/100 | F |
| 32 | brain-ecosystem timmeck/brain-ecosystem brain_benchmark_historybrain_benchmark_runbrain_benchmark_score+15 | 18 | <=2025-11-25 | 43/100 | F |
| 33 | hipocampo carrasquelalex1/hipocampo add_memorybire_searchcheckpoint_hipocampo+19 | 22 | <=2025-11-25 | 43/100 | F |
| 34 | mcp-tools GavenHwang/mcp-tools create_userdb_schemaget_zentao_bug+3 | 6 | 2026-07-28+ | 43/100 | F |
| 35 | provimedia-mcp provimedia/provimedia-mcp chainguard_alertchainguard_check_criteriachainguard_clear_alerts+13 | 16 | 2026-07-28+ | 43/100 | F |
| 36 | MCP-Playwright- danielniels/MCP-Playwright- clickclose_sessionfill+9 | 12 | 2026-07-28+ | 42/100 | F |
| 37 | Osmosis-Apply-1.7B-MCP Osmosis-AI/Osmosis-Apply-1.7B-MCP edit_snippet | 1 | 2026-07-28+ | 42/100 | F |
| 38 | Ragebot-MCP atharvrahate296/Ragebot-MCP ragebot_apply_editragebot_askragebot_diff_explain+8 | 11 | <=2025-11-25 | 42/100 | F |
| 39 | codegraph-rust Jakedismo/codegraph-rust agentic_architectureagentic_contextagentic_impact+1 | 4 | <=2025-11-25 | 42/100 | F |
| 40 | continew-generator-mcp 93938791/continew-generator-mcp configureProjectPathsgetGenerationGuideresetPathConfig+1 | 4 | <=2025-11-25 | 42/100 | F |
| 41 | mcp_cafe fungiboletus/mcp_cafe go_for_a_walkhave_a_coffeetake_a_shower | 3 | <=2025-11-25 | 42/100 | F |
| 42 | notepadpp-mcp sandraschi/notepadpp-mcp agentic_notepad_workflowautomation_opsdisplay_ops+10 | 13 | <=2025-11-25 | 42/100 | F |
| 43 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 44 | kosher whittle/kosher browser_clickbrowser_navigatebrowser_press_key+3 | 6 | 2026-07-28+ | 41/100 | F |
| 45 | nimgenie gokr/nimgenie check_syntaxexecute_external_queryexecute_external_transaction+20 | 23 | 2026-07-28+ | 41/100 | F |
| 46 | AI-Indexing Carlosagamez2021/AI-Indexing file_readersemantic_search | 2 | <=2025-11-25 | 40/100 | F |
| 47 | atest-ext-store-orm LinuxSuRen/atest-ext-store-orm database-query | 1 | 2026-07-28+ | 40/100 | F |
| 48 | code-knowledge-mcptool davidvc/code-knowledge-mcptool add_knowledgesearch_knowledge | 2 | 2026-07-28+ | 40/100 | F |
| 49 | solesonic-llm-api isaacpeel/solesonic-llm-api create_confluence_pageuri-ingest | 2 | 2026-07-28+ | 40/100 | F |
| 50 | copilot-security-instructions Robotti-io/copilot-security-instructions get_promptlist_promptslist_resources | 3 | <=2025-11-25 | 39/100 | F |