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40 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | vcon-mcp vcon-dev/vcon-mcp add_analysisadd_attachmentadd_dialog+17 | 20 | 2026-07-28+ | 72/100 | B |
| 2 | transcriptor-mcp |
| 8 |
| 2025-06-18+ |
| 67/100 |
| C |
| 3 | nornweave DataCovey/nornweave tool_create_inboxtool_get_attachment_contenttool_list_attachments+5 | 8 | <=2025-11-25 | 65/100 | C |
| 4 | DiscordMCP Rastrian/DiscordMCP bulk_delete_messagescreate_channelcreate_role+13 | 16 | 2026-07-28+ | 64/100 | C |
| 5 | speaking-bots-mcp Meeting-BaaS/speaking-bots-mcp generatePersonaImagejoinSpeakingMeetingleaveSpeakingMeeting | 3 | 2026-07-28+ | 63/100 | C |
| 6 | rms-mail-public max-ramas/rms-mail-public fetch_emails | 1 | 2026-07-28+ | 62/100 | C |
| 7 | day3.app Mopra/day3.app day3_contextday3_create_campaignday3_get_campaign+3 | 6 | 2026-07-28+ | 60/100 | C |
| 8 | pochita-mcp DeafeningRoar/pochita-mcp generate-image | 1 | <=2025-11-25 | 59/100 | D |
| 9 | mcp-server-outlook-email Cam10001110101/mcp-server-outlook-email analyze_sentimentcategorize_emailsexport_data+9 | 12 | <=2025-11-25 | 58/100 | D |
| 10 | m365-mcp-server SwamiRama/m365-mcp-server cal_get_eventcal_list_calendarscal_list_events+16 | 19 | <=2025-11-25 | 57/100 | D |
| 11 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 12 | Project-Aether Gamingstein/Project-Aether discord_moddiscord_rolesfile_ops+8 | 11 | <=2025-11-25 | 53/100 | D |
| 13 | speak2me-mcp CodingButter/speak2me-mcp claude_chatlistenprocess_output+12 | 15 | 2026-07-28+ | 53/100 | D |
| 14 | Diariz kenhayward/Diariz add_as_attachment | 1 | 2026-07-28+ | 52/100 | D |
| 15 | gobe kubex-ecosystem/gobe analyze_discord_messagecreate_task_from_messageexecute_shell_command+2 | 5 | <=2025-11-25 | 52/100 | D |
| 16 | google_workspace_fastmcp2 dipseth/google_workspace_fastmcp2 get_doc_contentmanage_drive_filessearch_docs | 3 | <=2025-11-25 | 52/100 | D |
| 17 | MCP_Server FernandoTN/MCP_Server create_eventdelete_eventfreebusy_query+1 | 4 | <=2025-11-25 | 49/100 | F |
| 18 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 19 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 20 | mattermost-mcp-host jagan-shanmugam/mattermost-mcp-host calculatorchat_completioncreate_post+11 | 14 | <=2025-11-25 | 47/100 | F |
| 21 | mcp-assistant AIAtrium/mcp-assistant access_resourceaddget_config+2 | 5 | 2026-07-28+ | 47/100 | F |
| 22 | sre SmythOS/sre Meeting Summary GeneratorReal-time Transcript AnalysisTranscript Vector Indexing+2 | 5 | <=2025-11-25 | 46/100 | F |
| 23 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 24 | aivis-mcp MocA-Love/aivis-mcp aivis-speech | 1 | 2026-07-28+ | 41/100 | F |
| 25 | ymail-mcp-cloud saikiransalama/ymail-mcp-cloud archive_messagelist_folderslist_messages+5 | 8 | 2026-07-28+ | 39/100 | F |
| 26 | Nenyax Nenyax-AI/Nenyax ResembleTTS.synthesizedownload_agent_filesfetch_agent_config+10 | 13 | 2026-07-28+ | 38/100 | F |
| 27 | mio-chat-backend Pretend-to/mio-chat-backend meta_tool | 1 | <=2025-11-25 | 38/100 | F |
| 28 | echokit_server second-state/echokit_server | 0 | <=2025-11-25 | 37/100 | F |
| 29 | lifeink amlei/lifeink bindchange-passwordchat_batch_delete+22 | 25 | 2026-07-28+ | 30/100 | F |
| 30 | luna-chatbot-backend Satharva2004/luna-chatbot-backend convertSpeechToTextcreateFeedbackcreateUser+26 | 29 | 2026-07-28+ | 29/100 | F |
| 31 | weixin-ai-bridge hellal08/weixin-ai-bridge AnthropicAgent.askAnthropicAgent.askStreamAnthropicAgent.askWithImages+12 | 15 | 2026-07-28+ | 29/100 | F |
| 32 | TranscribeAi My-Own-Working-Space/TranscribeAi | 0 | 2026-07-28+ | 19/100 | F |
| 33 | openclaw-molt-mcp sandraschi/openclaw-molt-mcp clawd_agentclawd_bastionclawd_channels+8 | 11 | <=2025-11-25 | 18/100 | F |
| 34 | argon-go noble-gase/argon-go FuncTool | 1 | <=2025-11-25 | 14/100 | F |
| 35 | Arkenos Arkenos-World/Arkenos download_agent_filesfetch_agent_configfetch_and_inject_keys+10 | 13 | <=2025-11-25 | 12/100 | F |
| 36 | Gemini-Data-Analysis-Research-MCP-Server falahgs/Gemini-Data-Analysis-Research-MCP-Server analyze-datagenerate-thinkingsend-email | 3 | 2026-07-28+ | 5/100 | F |
| 37 | CAAL CoreWorxLab/CAAL | 0 | 2026-07-28+ | 0/100 | F |
| 38 | MCP-mail-server sahilS-ux/MCP-mail-server | 0 | 2026-07-28+ | 0/100 | F |
| 39 | cartesia-mcp cartesia-ai/cartesia-mcp clonecreate_pronunciation_dictdelete_pronunciation_dict+9 | 12 | 2026-07-28+ | 0/100 | F |
| 40 | mcp-on-vercel-documentation Meeting-BaaS/mcp-on-vercel-documentation docHelpAssistantgetAllDocsgetApiDocs+16 | 19 | 2026-07-28+ | 0/100 | F |