Loading ToolBench
202 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 | vibe-check-mcp-server PV-Bhat/vibe-check-mcp-server check_constitutionreset_constitutionupdate_constitution+2 | 5 | 2026-07-28+ | 71/100 | B |
| 4 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 5 | gigaxity-deep-research yoloshii/gigaxity-deep-research askdiscoverexa_answer+11 | 14 | 2026-07-28+ | 59/100 | D |
| 6 | mcp-bench-router K1ta141k/mcp-bench-router get_best_design_modelget_leaderboardquery_design_model+1 | 4 | 2026-07-28+ | 59/100 | D |
| 7 | mcp-solver szeider/mcp-solver adddividemultiply+7 | 10 | 2025-06-18+ | 59/100 | D |
| 8 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 9 | openrouter-mcp th3nolo/openrouter-mcp chat_with_modelcompare_modelsget_analytics_schema+10 | 13 | 2026-07-28+ | 59/100 | D |
| 10 | OpenrouterMCP overtimepog/OpenrouterMCP openrouter_chatopenrouter_generate_imageopenrouter_get_cost_summary+6 | 9 | 2025-06-18+ | 58/100 | D |
| 11 | any-docs-mcp jusedit/any-docs-mcp add_docs_to_projectlist_docslist_project_docs+3 | 6 | 2026-07-28+ | 58/100 | D |
| 12 | freellmpool 0xzr/freellmpool free_llm_askfree_llm_battlefree_llm_models+10 | 13 | <=2025-11-25 | 58/100 | D |
| 13 | image-generation-mcp-server xiehaibin18/image-generation-mcp-server generate_image_from_prompt | 1 | <=2025-11-25 | 58/100 | D |
| 14 | mcp-openrouter Hulupeep/mcp-openrouter compare_modelsget_cheapest_modelsget_model+4 | 7 | 2026-07-28+ | 58/100 | D |
| 15 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 16 | CodeConversationsMCP waleedf/CodeConversationsMCP call_external_model | 1 | 2026-07-28+ | 57/100 | D |
| 17 | OpenRouter-ImageGen-MCP scotthooker/OpenRouter-ImageGen-MCP generate_imagelist_models | 2 | <=2025-11-25 | 57/100 | D |
| 18 | SCAPO czero-cc/SCAPO get_best_practicesget_recommended_modelslist_models+1 | 4 | 2026-07-28+ | 57/100 | D |
| 19 | Soroka AndyShaman/Soroka delete_notefind_similarget_attachment+6 | 9 | 2026-07-28+ | 57/100 | D |
| 20 | loom-mcp lyramakesmusic/loom-mcp loom_branchloom_deleteloom_edit+5 | 8 | <=2025-11-25 | 57/100 | D |
| 21 | openrouter-deep-research-mcp wheattoast11/openrouter-deep-research-mcp backup_dbbatch_researchcalc+30 | 33 | <=2025-11-25 | 57/100 | D |
| 22 | outsource-mcp gwbischof/outsource-mcp outsource_imageoutsource_text | 2 | 2026-07-28+ | 57/100 | D |
| 23 | pinrag ndjordjevic/pinrag add_document_toollist_collections_toollist_documents_tool+3 | 6 | <=2025-11-25 | 57/100 | D |
| 24 | recife-open-data-mcp jg-cordeiro/recife-open-data-mcp create_sqldescribe_tableexecute_sql+3 | 6 | <=2025-11-25 | 57/100 | D |
| 25 | valuecell ValueCell-ai/valuecell get_breaking_newsget_financial_newsweb_search | 3 | <=2025-11-25 | 57/100 | D |
| 26 | Serper-search-mcp NightTrek/Serper-search-mcp deep-researchserper-google-search | 2 | 2026-07-28+ | 56/100 | D |
| 27 | ai-council-mcp 0xAkuti/ai-council-mcp ai_council | 1 | <=2025-11-25 | 56/100 | D |
| 28 | debate-hall-mcp elevanaltd/debate-hall-mcp add_turnclose_debateconsult+15 | 18 | 2026-07-28+ | 56/100 | D |
| 29 | llm-council-mcp NabilAttia123/llm-council-mcp consult_council | 1 | 2026-07-28+ | 56/100 | D |
| 30 | mcp-memory-supabase kaspnilsson/mcp-memory-supabase add_observationscreate_entitiescreate_relations+6 | 9 | <=2025-11-25 | 56/100 | D |
| 31 | mcp-plesk-unified barateza/mcp-plesk-unified check_sync_statusdaemon_healthget_file_content+7 | 10 | <=2025-11-25 | 56/100 | D |
| 32 | DevoChat gws8820/DevoChat visit_url | 1 | <=2025-11-25 | 55/100 | D |
| 33 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 34 | free-ai-gateway zaber-dev/free-ai-gateway freeai_analyze_imagefreeai_embedfreeai_generate+2 | 5 | 2026-07-28+ | 55/100 | D |
| 35 | langchain-MCP baixianger/langchain-MCP langgraph_get_checkpointlanggraph_get_runlanggraph_get_thread+6 | 9 | 2026-07-28+ | 55/100 | D |
| 36 | mcp-workbench scorpionTaj/mcp-workbench chat_completioncreate_chatcreate_message+16 | 19 | <=2025-11-25 | 55/100 | D |
| 37 | openwebui-plugins daradib/openwebui-plugins document_searchlinkup_web_searchperplexity_web_search | 3 | 2026-07-28+ | 55/100 | D |
| 38 | LLM-MCP plagness/LLM-MCP llm_balancellm_benchmarksllm_costs+9 | 12 | 2026-07-28+ | 54/100 | D |
| 39 | chaining-mcp 1999AZZAR/chaining-mcp agent_runanalyze_tool_chain_performanceanalyze_tools+26 | 29 | 2026-07-28+ | 54/100 | D |
| 40 | chaining-mcp-server 1999AZZAR/chaining-mcp-server agent_runanalyze_tool_chain_performanceanalyze_tools+26 | 29 | 2026-07-28+ | 54/100 | D |
| 41 | langgraph-multiagent-boilerplate mrgoonie/langgraph-multiagent-boilerplate add_messageassign_tool_to_agentchat+23 | 26 | <=2025-11-25 | 54/100 | D |
| 42 | repochat aryan877/repochat analyzePRgetFileContentgetRepoTree+4 | 7 | 2025-06-18+ | 54/100 | D |
| 43 | tachibot-mcp byPawel/tachibot-mcp blog_writerdebug_triagediff_review+10 | 13 | 2026-07-28+ | 54/100 | D |
| 44 | 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 |
| 45 | RSSidian pedramamini/RSSidian disable_peer_throughenable_peer_throughget_article+9 | 12 | <=2025-11-25 | 53/100 | D |
| 46 | ast-mcp-server angrysky56/ast-mcp-server analyze_code_structureanalyze_source_fileask_uss_agent+12 | 15 | 2026-07-28+ | 53/100 | D |
| 47 | fable grooverLab/fable fable_cardsfable_filesfable_filetime+4 | 7 | 2026-07-28+ | 53/100 | D |
| 48 | memU NevaMind-AI/memU commit_resultslist_all_recall_filesprogressive_retrieve | 3 | 2026-07-28+ | 53/100 | D |
| 49 | openrouterai heltonteixeira/openrouterai chat_completionget_model_infosearch_models+1 | 4 | 2026-07-28+ | 53/100 | D |
| 50 | rust-code-mcp molaco/rust-code-mcp index_codebase | 1 | <=2025-11-25 | 53/100 | D |