Loading ToolBench
181 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | asya-chat-ui asya-ai/asya-chat-ui activate_cowork_documentcode_executioncreate_cowork_document+12 | 15 | 2026-07-28+ | 49/100 | F |
| 2 | blueprince-mcp myungbeans/blueprince-mcp analyze_screenshotcreate_note |
| 8 |
| <=2025-11-25 |
| 49/100 |
| F |
| 3 | deep-research-mcp-server ssdeanx/deep-research-mcp-server deepResearch.run | 1 | <=2025-11-25 | 49/100 | F |
| 4 | gemini-code-assist-mcp VinnyVanGogh/gemini-code-assist-mcp gemini_analyze_buggemini_explain_codegemini_proofread_feature_plan+1 | 4 | 2026-07-28+ | 49/100 | F |
| 5 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 6 | gemini-nanobanana-mcp Junhan2/gemini-nanobanana-mcp compose_imagesedit_imagegenerate_image+1 | 4 | <=2025-11-25 | 49/100 | F |
| 7 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 8 | mcp-task-forge juanpiquerez/mcp-task-forge create_ticketdelete_ticketget_ticket+4 | 7 | 2026-07-28+ | 49/100 | F |
| 9 | mcp-tts blacktop/mcp-tts speak | 1 | <=2025-11-25 | 49/100 | F |
| 10 | sap-mcp-server midasol/sap-mcp-server sap_authenticatesap_get_entitysap_list_services+1 | 4 | <=2025-11-25 | 49/100 | F |
| 11 | SyberAgent cyberzhang1/SyberAgent analyze_audiocall_agentchat+14 | 17 | <=2025-11-25 | 48/100 | F |
| 12 | aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts | 2 | 2026-07-28+ | 48/100 | F |
| 13 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 14 | mcp-server-gemini-image-generator qhdrl12/mcp-server-gemini-image-generator chat_about_imagegenerate_image_from_texttransform_image_from_encoded | 3 | <=2025-11-25 | 48/100 | F |
| 15 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 16 | provider-fallback-plugin AttendantLion8/provider-fallback-plugin analytics.costsanalytics.providersanalytics.summary+8 | 11 | 2026-07-28+ | 48/100 | F |
| 17 | ai-counsel blueman82/ai-counsel deliberateget_file_treeget_quality_metrics+6 | 9 | <=2025-11-25 | 47/100 | F |
| 18 | claude_code-multi-AI-MCP RaiAnsar/claude_code-multi-AI-MCP ask_deepseekask_geminiask_grok+22 | 25 | 2026-07-28+ | 47/100 | F |
| 19 | gemini-mcp alexcong/gemini-mcp ask_gemini | 1 | 2026-07-28+ | 47/100 | F |
| 20 | gemini-mcp-client angrysky56/gemini-mcp-client add_numbersadd_numberschat_with_gemini+7 | 10 | <=2025-11-25 | 47/100 | F |
| 21 | github-mcp-server Kishor129129/github-mcp-server close_issuelabel_issuelist_repos+2 | 5 | 2026-07-28+ | 47/100 | F |
| 22 | go-calque calque-ai/go-calque greet | 1 | 2026-07-28+ | 47/100 | F |
| 23 | go-rag gamma-omg/go-rag RAG tool | 1 | 2026-07-28+ | 47/100 | F |
| 24 | image-gen-mcp lansespirit/image-gen-mcp delete_imageedit_imageestimate_generation_cost+9 | 12 | <=2025-11-25 | 47/100 | F |
| 25 | lecture-mcp-server MarinCervinschi/lecture-mcp-server filter_contentpdf_to_texttext_to_markdown | 3 | 2025-06-18+ | 47/100 | F |
| 26 | mcts-mcp-server angrysky56/mcts-mcp-server analyze_mcts_runcompare_mcts_runsget_mcts_insights+14 | 17 | <=2025-11-25 | 47/100 | F |
| 27 | sage-mcp david-strejc/sage-mcp list_modelssage | 2 | <=2025-11-25 | 47/100 | F |
| 28 | video-pipeline-mvp chenyuxiaojin/video-pipeline-mvp create_storyboarddownload_projectedit_storyboard+4 | 7 | 2026-07-28+ | 47/100 | F |
| 29 | GeminiImageMCP sungmin-koo-ai/GeminiImageMCP generate_image_from_texttransform_image_from_encoded | 2 | <=2025-11-25 | 46/100 | F |
| 30 | LLM-AI-Project ninhnguyen01/LLM-AI-Project addlist_dirmultiply+3 | 6 | 2026-07-28+ | 46/100 | F |
| 31 | SecureShell divagr18/SecureShell execute_shell_command | 1 | 2026-07-28+ | 46/100 | F |
| 32 | ai-command mcp-wp/ai-command mcp_server_addmcp_server_listmcp_server_remove+2 | 5 | <=2025-11-25 | 46/100 | F |
| 33 | casibase casibase/casibase AddToolAddToolPolicyDeleteTool+15 | 18 | 2026-07-28+ | 46/100 | F |
| 34 | claude-delegator jarrodwatts/claude-delegator geminigemini-reply | 2 | 2026-07-28+ | 46/100 | F |
| 35 | deep-research ssdeanx/deep-research comprehensive_chunkercopywriter-agenteditor-agent+6 | 9 | 2025-06-18+ | 46/100 | F |
| 36 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 37 | mcp-gemini-cli choplin/mcp-gemini-cli analyzeFilechatgoogleSearch | 3 | 2026-07-28+ | 46/100 | F |
| 38 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 39 | papersgpt-for-zotero papersgpt/papersgpt-for-zotero followgetClipboardTextgetEditorText+10 | 13 | <=2025-11-25 | 46/100 | F |
| 40 | AgenticForge DeamonDev888/AgenticForge ai_summarizealpha_intelligenceclaude_analysis+6 | 9 | <=2025-11-25 | 45/100 | F |
| 41 | MCP_Server_For_VectorDB saishshinde15/MCP_Server_For_VectorDB answer_questionrag_pipelinesearch_vector_store+1 | 4 | <=2025-11-25 | 45/100 | F |
| 42 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 43 | agile-team-mcp-server danielscholl/agile-team-mcp-server list_models_toollist_providers_toolpersona_ba_tool+6 | 9 | <=2025-11-25 | 45/100 | F |
| 44 | ai-code-review-mcp physics91/ai-code-review-mcp analyze_code_combinedanalyze_code_with_codexanalyze_code_with_gemini | 3 | <=2025-11-25 | 45/100 | F |
| 45 | dataagents HotTechStack/dataagents checkN8nHealthdebugEnvironmentresetConversation+12 | 15 | 2026-07-28+ | 45/100 | F |
| 46 | gemini-cli-mcp DiversioTeam/gemini-cli-mcp gemini_analyze_codegemini_promptgemini_research+1 | 4 | <=2025-11-25 | 45/100 | F |
| 47 | langgraph-claude-azure-mcp mm-repos/langgraph-claude-azure-mcp format_documentssearch_and_analyzesearch_and_summarize+1 | 4 | <=2025-11-25 | 45/100 | F |
| 48 | llm-bridge-mcp sjquant/llm-bridge-mcp run_llm | 1 | 2026-07-28+ | 45/100 | F |
| 49 | mcp-banana-image Trigi-Digital/mcp-banana-image analyze_imageblend_imagesconvert_image+12 | 15 | <=2025-11-25 | 45/100 | F |
| 50 | mcp-gateway oliverye7/mcp-gateway calculateechoexecute_tool+2 | 5 | <=2025-11-25 | 45/100 | F |