Loading ToolBench
68 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Lynkr Fast-Editor/Lynkr BashEditGlob+8 | 11 | <=2025-11-25 | 76/100 | B |
| 2 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_author |
| 22 |
| <=2025-11-25 |
| 71/100 |
| B |
| 3 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 4 | eywa-continuum buildoak/eywa-continuum eywa_extracteywa_get | 2 | <=2025-11-25 | 68/100 | C |
| 5 | geostorm geostorm-ai/geostorm get_project_summaryget_run_detailget_trajectory+1 | 4 | 2026-07-28+ | 67/100 | C |
| 6 | image-gen-mcp simonChoi034/image-gen-mcp edit_imagegenerate_imageget_model_capabilities | 3 | 2025-06-18+ | 66/100 | C |
| 7 | obsidian-rag-mcp mpaguilar/obsidian-rag-mcp delete_vaultget_all_tagsget_document+9 | 12 | <=2025-11-25 | 65/100 | C |
| 8 | mle_kit_mcp IlyaGusev/mle_kit_mcp bashinstall_with_aptllm_proxy_local+7 | 10 | 2026-07-28+ | 64/100 | C |
| 9 | lad_mcp_server Shelpuk-AI-Technology-Consulting/lad_mcp_server code_reviewsystem_design_review | 2 | <=2025-11-25 | 63/100 | C |
| 10 | consult7 szeider/consult7 consultation | 1 | 2026-07-28+ | 62/100 | C |
| 11 | openrouter_task2model kaminoguo/openrouter_task2model get_model_profilesync_catalogtask2model | 3 | <=2025-11-25 | 62/100 | C |
| 12 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 13 | mcp-solver szeider/mcp-solver adddividemultiply+7 | 10 | 2025-06-18+ | 59/100 | D |
| 14 | any-docs-mcp jusedit/any-docs-mcp add_docs_to_projectlist_docslist_project_docs+3 | 6 | 2026-07-28+ | 58/100 | D |
| 15 | CodeConversationsMCP waleedf/CodeConversationsMCP call_external_model | 1 | 2026-07-28+ | 57/100 | D |
| 16 | SCAPO czero-cc/SCAPO get_best_practicesget_recommended_modelslist_models+1 | 4 | 2026-07-28+ | 57/100 | D |
| 17 | debate-hall-mcp elevanaltd/debate-hall-mcp add_turnclose_debateconsult+15 | 18 | 2026-07-28+ | 56/100 | D |
| 18 | mcp-plesk-unified barateza/mcp-plesk-unified check_sync_statusdaemon_healthget_file_content+7 | 10 | <=2025-11-25 | 56/100 | D |
| 19 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 20 | langchain-MCP baixianger/langchain-MCP langgraph_get_checkpointlanggraph_get_runlanggraph_get_thread+6 | 9 | 2026-07-28+ | 55/100 | D |
| 21 | repochat aryan877/repochat analyzePRgetFileContentgetRepoTree+4 | 7 | 2025-06-18+ | 54/100 | D |
| 22 | tachibot-mcp byPawel/tachibot-mcp blog_writerdebug_triagediff_review+10 | 13 | 2026-07-28+ | 54/100 | D |
| 23 | RLM-Memory-MCP-Server jumpino27/RLM-Memory-MCP-Server rlm_create_memoryrlm_find_files_by_intentrlm_index_codebase+8 | 11 | 2026-07-28+ | 53/100 | D |
| 24 | ast-mcp-server angrysky56/ast-mcp-server analyze_code_structureanalyze_source_fileask_uss_agent+12 | 15 | 2026-07-28+ | 53/100 | D |
| 25 | fable grooverLab/fable fable_cardsfable_filesfable_filetime+4 | 7 | 2026-07-28+ | 53/100 | D |
| 26 | rust-code-mcp molaco/rust-code-mcp index_codebase | 1 | <=2025-11-25 | 53/100 | D |
| 27 | Glee GleeMCP/Glee glee.code_reviewglee.code_review.statusglee.config.set+9 | 12 | 2026-07-28+ | 51/100 | D |
| 28 | archy-mcp phxdev1/archy-mcp export_diagram_to_imagegenerate_diagram_from_codegenerate_diagram_from_github+5 | 8 | 2026-07-28+ | 51/100 | D |
| 29 | argus-mcp lokafinnsw/argus-mcp cache_statsdiagnoselist_models+3 | 6 | 2026-07-28+ | 50/100 | D |
| 30 | mcp-video-gen wheattoast11/mcp-video-gen enhance_promptgenerate_image_to_videogenerate_text_to_video+7 | 10 | 2026-07-28+ | 50/100 | D |
| 31 | omni-ai-mcp marmyx77/omni-ai-mcp ask_geminiask_modelcreate_file_store+18 | 21 | <=2025-11-25 | 50/100 | D |
| 32 | autodocument PARS-DOE/autodocument autoreviewautotestplangenerate_documentation | 3 | <=2025-11-25 | 49/100 | F |
| 33 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 34 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 35 | ai-pair-programmer-mcp K4sku/ai-pair-programmer-mcp brainstormpairreview+2 | 5 | <=2025-11-25 | 47/100 | F |
| 36 | apollo-agent AlexandrosLiaskos/apollo-agent cdexecute_shell_commandget_npm_package+19 | 22 | 2026-07-28+ | 46/100 | F |
| 37 | build-output-tools-mcp jgordley/build-output-tools-mcp cleanup_old_buildsget_build_outputlist_build_history+3 | 6 | 2026-07-28+ | 46/100 | F |
| 38 | knowledge-mcp aisystant/knowledge-mcp concept_searchconnect_sourcedisconnect_source+8 | 11 | 2026-07-28+ | 46/100 | F |
| 39 | locallama-mcp Heratiki/locallama-mcp benchmark_free_modelsbenchmark_modelbenchmark_task+4 | 7 | <=2025-11-25 | 46/100 | F |
| 40 | task-manager-mcp jhawkins11/task-manager-mcp adjust_planget_next_taskmark_task_complete+2 | 5 | <=2025-11-25 | 46/100 | F |
| 41 | Vibe-Coder-MCP freshtechbro/Vibe-Coder-MCP curate-contextgenerate-fullstack-starter-kitgenerate-prd+7 | 10 | <=2025-11-25 | 45/100 | F |
| 42 | ai-engineering-hub patchy631/ai-engineering-hub analyze_documentassemblyai_transcriptionbrightdata_analysis+17 | 20 | 2026-07-28+ | 45/100 | F |
| 43 | llm-advisor-mcp Daichi-Kudo/llm-advisor-mcp compare_modelslist_topmodel_info+1 | 4 | 2026-07-28+ | 45/100 | F |
| 44 | cli rokovo-io/cli codebase_searchread_filewrite_file | 3 | 2026-07-28+ | 44/100 | F |
| 45 | pal-mcp-server BeehiveInnovations/pal-mcp-server analyzechallengechat+15 | 18 | 2026-07-28+ | 42/100 | F |
| 46 | zen-mcp-server jray2123/zen-mcp-server analyzechallengechat+13 | 16 | 2026-07-28+ | 41/100 | F |
| 47 | kimi-code-usage Golden0Voyager/kimi-code-usage get_kimi_usageget_usage | 2 | 2026-07-28+ | 40/100 | F |
| 48 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 49 | jcode 1jehuang/jcode | 0 | 2026-07-28+ | 39/100 | F |
| 50 | codearkt IlyaGusev/codearkt exec | 1 | 2026-07-28+ | 38/100 | F |