Loading ToolBench
326 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 52 | agent_tiers serkanyasr/agent_tiers add_messagechatchat_stream+9 | 12 | <=2025-11-25 |
| 57/100 |
| D |
| 53 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 54 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 55 | distillery norrietaylor/distillery classifyconfigurecorrect+16 | 19 | 2026-07-28+ | 57/100 | D |
| 56 | gpt-image-1-mcp naporin0624/gpt-image-1-mcp batch-editedit-imagegenerate-image | 3 | 2026-07-28+ | 57/100 | D |
| 57 | jooq-mcp martinellich/jooq-mcp getCodeGenerationGuidegetDatabaseSupportgetQueryDslReference+2 | 5 | 2026-07-28+ | 57/100 | D |
| 58 | ktme FreePeak/ktme generate_documentationget_service_mappingktme_get_knowledge_tree+5 | 8 | <=2025-11-25 | 57/100 | D |
| 59 | mavis kristofferahl/mavis approve_commitprepare_commitpreview_commit | 3 | <=2025-11-25 | 57/100 | D |
| 60 | mcp-agent-builder-go manishiitg/mcp-agent-builder-go capture_contextget_activity_status | 2 | <=2025-11-25 | 57/100 | D |
| 61 | mcp-neo4j-knowledge-graph henrychong-ai/mcp-neo4j-knowledge-graph add_observationscreate_entitiescreate_relations+14 | 17 | <=2025-11-25 | 57/100 | D |
| 62 | mcp-openai mzxrai/mcp-openai openai_chat | 1 | 2026-07-28+ | 57/100 | D |
| 63 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 64 | memoryClaw tostechbr/memoryClaw memory_contextmemory_deletememory_get+2 | 5 | 2026-07-28+ | 57/100 | D |
| 65 | openRundown Paola3stefania/openRundown analyze_code_ownershipend_agent_sessionget_agent_briefing+8 | 11 | <=2025-11-25 | 57/100 | D |
| 66 | outsource-mcp gwbischof/outsource-mcp outsource_imageoutsource_text | 2 | 2026-07-28+ | 57/100 | D |
| 67 | pdf-mcp-server nfsarch33/pdf-mcp-server add_page_numbersadd_signatureadd_text_annotation+31 | 34 | <=2025-11-25 | 57/100 | D |
| 68 | pentester-mcp halilkirazkaya/pentester-mcp run_403bypasserrun_aircrack_actionrun_aix+11 | 14 | 2026-07-28+ | 57/100 | D |
| 69 | pillar pillarhq/pillar interact_with_pagerender_chartrender_metric+1 | 4 | 2026-07-28+ | 57/100 | D |
| 70 | pinrag ndjordjevic/pinrag add_document_toollist_collections_toollist_documents_tool+3 | 6 | <=2025-11-25 | 57/100 | D |
| 71 | plugin-services-voice orchestra-mcp/plugin-services-voice stt_list_modelsstt_listenstt_transcribe_file+5 | 8 | 2026-07-28+ | 57/100 | D |
| 72 | remote-mcp-server-authless muhammadskhan/remote-mcp-server-authless analyze_food_image | 1 | 2026-07-28+ | 57/100 | D |
| 73 | rust-docs-mcp-server Govcraft/rust-docs-mcp-server query_rust_docs | 1 | <=2025-11-25 | 57/100 | D |
| 74 | translate-mcp-server xiaoquisme/translate-mcp-server translate | 1 | 2026-07-28+ | 57/100 | D |
| 75 | vision-mcp-server Markusbetter/vision-mcp-server analyze_image | 1 | 2026-07-28+ | 57/100 | D |
| 76 | zero-vector-MCP MushroomFleet/zero-vector-MCP add_conversationadd_memorycleanup_persona_memories+10 | 13 | <=2025-11-25 | 57/100 | D |
| 77 | Aura qWaitCrypto/Aura project__apply_patchproject__patchsession__export+1 | 4 | 2026-07-28+ | 56/100 | D |
| 78 | Aurora Eonchpy/Aurora aurora_ingestaurora_retrieveaurora_search | 3 | <=2025-11-25 | 56/100 | D |
| 79 | ClaimsMCP AdamGustavsson/ClaimsMCP extract_claims | 1 | <=2025-11-25 | 56/100 | D |
| 80 | Common_Chronicle Intelligent-Internet/Common_Chronicle create_timeline | 1 | <=2025-11-25 | 56/100 | D |
| 81 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 82 | Rini-API-server mori-mmmm/Rini-API-server create_new_sessioncreate_new_simple_user_and_get_tokencreate_user_api_key+6 | 9 | <=2025-11-25 | 56/100 | D |
| 83 | agent-docking ststevanovic/agent-docking dock_ligandfetch_pdbsmiles_to_pdbqt | 3 | 2026-07-28+ | 56/100 | D |
| 84 | ai-council-mcp 0xAkuti/ai-council-mcp ai_council | 1 | <=2025-11-25 | 56/100 | D |
| 85 | ai.tech-lead-stack bronz3beard/ai.tech-lead-stack approve_knowledge_itemcheck_schemacreate_knowledge_item+10 | 13 | 2026-07-28+ | 56/100 | D |
| 86 | audio-transcriber-mcp Ichigo3766/audio-transcriber-mcp transcribe_audio | 1 | 2026-07-28+ | 56/100 | D |
| 87 | aws-bedrock-agentcore-runtime-remote-mcp ren8k/aws-bedrock-agentcore-runtime-remote-mcp greet_useropenai_o3_web_search | 2 | 2026-07-28+ | 56/100 | D |
| 88 | black-vault venkat22022202/black-vault chatlist_models | 2 | 2026-07-28+ | 56/100 | D |
| 89 | callcenter.js-mcp gerkensm/callcenter.js-mcp advanced_callsimple_call | 2 | <=2025-11-25 | 56/100 | D |
| 90 | chatgpt-websearch-mcp nekobato/chatgpt-websearch-mcp ask_chatgpt | 1 | 2026-07-28+ | 56/100 | D |
| 91 | conductor-tasks hridaya423/conductor-tasks add-task-notecreate-taskcreate-task-from-template+18 | 21 | <=2025-11-25 | 56/100 | D |
| 92 | dcr-mcp cybersiddhu/dcr-mcp git-summaryliterature-fetchmarkdown+1 | 4 | <=2025-11-25 | 56/100 | D |
| 93 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 94 | flompt Nyrok/flompt compile_promptdecompose_promptlist_block_types | 3 | 2026-07-28+ | 56/100 | D |
| 95 | foundry-apim-mcp-server karpikpl/foundry-apim-mcp-server chatconnectcreate_agent+4 | 7 | 2026-07-28+ | 56/100 | D |
| 96 | i18n-magic BjoernRave/i18n-magic add_translation_keyadd_translation_keysget_translation_key+3 | 6 | 2026-07-28+ | 56/100 | D |
| 97 | imagegen-mcp spartanz51/imagegen-mcp image-to-imagetext-to-image | 2 | 2026-07-28+ | 56/100 | D |
| 98 | imagegen-mcp writingmate/imagegen-mcp image.generate.geminiimage.generate.googleimage.generate.openai+1 | 4 | 2026-07-28+ | 56/100 | D |
| 99 | imgx-mcp somacoffeekyoto/imgx-mcp edit_imageedit_lastgenerate_image | 3 | <=2025-11-25 | 56/100 | D |
| 100 | local-knowledge-rag-mcp patakuti/local-knowledge-rag-mcp cancel_indexingcreate_rag_reportgenerate_report+6 | 9 | 2026-07-28+ | 56/100 | D |