Loading ToolBench
183 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 2 | Lynkr Fast-Editor/Lynkr |
| 11 |
| <=2025-11-25 |
| 76/100 |
| B |
| 3 | pymcpevals akshay5995/pymcpevals adddividemultiply+3 | 6 | 2026-07-28+ | 75/100 | B |
| 4 | gpt-image-2-mcp Borys520/gpt-image-2-mcp continue_edit_sessionedit_imageend_edit_session+3 | 6 | 2025-06-18+ | 74/100 | B |
| 5 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 6 | mcp-doctor Jiansen/mcp-doctor check_serverlist_dimensions | 2 | 2025-06-18+ | 73/100 | B |
| 7 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 8 | mcp lsfusion/mcp lsfusion_get_guidancelsfusion_retrieve_docs | 2 | 2025-06-18+ | 72/100 | B |
| 9 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 10 | openAI-gpt-image-1-MCP-SERVER ex-takashima/openAI-gpt-image-1-MCP-SERVER cancel_jobcheck_job_statusedit_image+9 | 12 | <=2025-11-25 | 71/100 | B |
| 11 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 12 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 13 | docs-mcp speakeasy-api/docs-mcp get_docsearch_docs | 2 | 2026-07-28+ | 70/100 | B |
| 14 | docs-mcp-server arabold/docs-mcp-server cancel_jobfetch_urlfind_version+7 | 10 | 2026-07-28+ | 70/100 | B |
| 15 | sanzaru TJC-LP/sanzaru _get_media_datachat_with_audiocompress_audio+19 | 22 | 2026-07-28+ | 70/100 | B |
| 16 | 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 |
| 17 | chat.md rusiaaman/chat.md system.fetch_mcp_resource | 1 | 2025-06-18+ | 49/100 | F |
| 18 | codechecker-mcp jacklandis29/codechecker-mcp review_code | 1 | <=2025-11-25 | 49/100 | F |
| 19 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 20 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 21 | icon-mcp-server mimiya525-cloud/icon-mcp-server generate_iconsearch_icons | 2 | 2026-07-28+ | 49/100 | F |
| 22 | mcp-validator CyberWalrus/mcp-validator test-promptvalidatevalidate-interactive+1 | 4 | <=2025-11-25 | 49/100 | F |
| 23 | openai-image-mcp NicoDev01/openai-image-mcp edit_imagegenerate_image | 2 | <=2025-11-25 | 49/100 | F |
| 24 | promptenhance dcs-soni/promptenhance enhance_promptget_project_infoindex_project+1 | 4 | 2026-07-28+ | 49/100 | F |
| 25 | AI-Infra-Guard Tencent/AI-Infra-Guard RoleplayAttack | 1 | 2026-07-28+ | 48/100 | F |
| 26 | BootstrapBlazor.MCPServer BootstrapBlazor/BootstrapBlazor.MCPServer AskComponentExpertGetComponentDocsGetComponentList+1 | 4 | <=2025-11-25 | 48/100 | F |
| 27 | mcp-pymilvus-code-generate-helper brcarry/mcp-pymilvus-code-generate-helper milvus-code-translate-helpermilvus-orm-client-code-convert-helpermilvus-pypmilvus-code-generate-helper | 3 | <=2025-11-25 | 48/100 | F |
| 28 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 29 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 30 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input+9 | 12 | 2026-07-28+ | 48/100 | F |
| 31 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 32 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 33 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 34 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 35 | mcp-commit-story wiggitywhitney/mcp-commit-story journal_add_reflectionjournal_capture_context | 2 | <=2025-11-25 | 47/100 | F |
| 36 | mcp-server-collector chatmcp/mcp-server-collector extract-mcp-servers-from-contentextract-mcp-servers-from-urlsubmit-mcp-server | 3 | <=2025-11-25 | 47/100 | F |
| 37 | Optivise biswajitpanday/Optivise optidev_code_analyzeroptidev_context_analyzeroptidev_debug_helper+2 | 5 | <=2025-11-25 | 46/100 | F |
| 38 | ai-repo-adventures DanWahlin/ai-repo-adventures choose_themeexplore_queststart_adventure+1 | 4 | 2026-07-28+ | 46/100 | F |
| 39 | airgen-mcp ricardolx/airgen-mcp convert_to_vectorgenerate_assetgenerate_image+2 | 5 | 2026-07-28+ | 46/100 | F |
| 40 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 41 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 42 | need tuckerschreiber/need install_toolreport_tool_usagesearch_tools | 3 | 2026-07-28+ | 46/100 | F |
| 43 | openai-mcp arthurcolle/openai-mcp CodeAnalyzeEditGenerateImage+7 | 10 | <=2025-11-25 | 46/100 | F |
| 44 | Codex7 Shawnzheng011019/Codex7 analyze_code_qualityget_function_dependenciesget_graph_context+4 | 7 | <=2025-11-25 | 45/100 | F |
| 45 | ai-engineering-hub patchy631/ai-engineering-hub analyze_documentassemblyai_transcriptionbrightdata_analysis+17 | 20 | 2026-07-28+ | 45/100 | F |
| 46 | aider-mcp-server danielscholl/aider-mcp-server ai_codeask_questionget_models | 3 | 2026-07-28+ | 45/100 | F |
| 47 | cadquery-mcp-server rishigundakaram/cadquery-mcp-server generate_cad_queryverify_cad_query | 2 | <=2025-11-25 | 45/100 | F |
| 48 | codebase-patterns-mcp Manojred22/codebase-patterns-mcp get_statssearch_code | 2 | 2026-07-28+ | 45/100 | F |
| 49 | contextmemory AkashKobal/contextmemory devctx_logdevctx_resumedevctx_save | 3 | 2026-07-28+ | 45/100 | F |
| 50 | mcp-server-datapizza mat1312/mcp-server-datapizza query_datapizza | 1 | <=2025-11-25 | 45/100 | F |