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819 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | gmail-mcp-server-by-cdata CDataSoftware/gmail-mcp-server-by-cdata gmail_get_columnsgmail_get_tablesgmail_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 52 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics |
| 4 |
| 2026-07-28+ |
| 48/100 |
| F |
| 53 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 54 | 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 |
| 55 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 56 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 57 | me-gpt mitchellrust/me-gpt complete | 1 | <=2025-11-25 | 48/100 | F |
| 58 | meducate-mcp-demo JoshNuku/meducate-mcp-demo auth_logoutauth_statuscomplete_browser_auth+18 | 21 | <=2025-11-25 | 48/100 | F |
| 59 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 60 | multipass tinosingh/multipass check_whisper_healthlist_whisper_modelstranscribe_audio | 3 | 2026-07-28+ | 48/100 | F |
| 61 | playwright-ai-integration chrisminnick/playwright-ai-integration click_elementclose_browserfill_input+9 | 12 | 2026-07-28+ | 48/100 | F |
| 62 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 63 | propiedades-mx juanpasaflipz/propiedades-mx conversational-searchdocumentationenhance-query+16 | 19 | <=2025-11-25 | 48/100 | F |
| 64 | provider-fallback-plugin AttendantLion8/provider-fallback-plugin analytics.costsanalytics.providersanalytics.summary+8 | 11 | 2026-07-28+ | 48/100 | F |
| 65 | remember-me-mcp ksred/remember-me-mcp delete_memorysearch_memoriesstore_memory | 3 | <=2025-11-25 | 48/100 | F |
| 66 | A2A-MCP-Financial-Risk-and-Compliance-Manager Pyligent/A2A-MCP-Financial-Risk-and-Compliance-Manager generate_risk_reportget_clientopenai_generate+3 | 6 | <=2025-11-25 | 47/100 | F |
| 67 | AIA-Academic-Illustrator- kaulzeejai/AIA-Academic-Illustrator- generate_schemarender_image | 2 | 2026-07-28+ | 47/100 | F |
| 68 | DeepResearchMCP ameeralns/DeepResearchMCP complete-researchexecute-research-stepgenerate-report+1 | 4 | 2026-07-28+ | 47/100 | F |
| 69 | Email-Summarizer-MCP enmanuelmag/Email-Summarizer-MCP mark-emails-as-readsearch-emails | 2 | 2025-06-18+ | 47/100 | F |
| 70 | ExamPrepAgent cardea-mcp/ExamPrepAgent get_random_question | 1 | 2026-07-28+ | 47/100 | F |
| 71 | Gmail-MCP-server TechVest-Global/Gmail-MCP-server get_threadlist_labelsread_email+2 | 5 | 2026-07-28+ | 47/100 | F |
| 72 | Jarvis Vaultified/Jarvis get_weather_infolist_resourceslist_tools+3 | 6 | <=2025-11-25 | 47/100 | F |
| 73 | LIFE TeamSafeAI/LIFE checkdiscoveredit+14 | 17 | 2026-07-28+ | 47/100 | F |
| 74 | MCP-Based-Diet-App premshah06/MCP-Based-Diet-App calculate_caloriesexplain_plangenerate_recipe+2 | 5 | <=2025-11-25 | 47/100 | F |
| 75 | MCP_Tool_Code_Interpreter_Generator SwetaAIS2024/MCP_Tool_Code_Interpreter_Generator analyze_json_schema_from_samplesapply_child_outputbuild_child_input+12 | 15 | <=2025-11-25 | 47/100 | F |
| 76 | MODULAR-RAG-MCP-SERVER jerry-ai-dev/MODULAR-RAG-MCP-SERVER get_document_summarylist_collectionsquery_knowledge_hub | 3 | <=2025-11-25 | 47/100 | F |
| 77 | Security-Sandbox iceage2114/Security-Sandbox check_ip_reputationenrich_ipget_attack_technique+5 | 8 | 2026-07-28+ | 47/100 | F |
| 78 | aayushBot aayushmaanhooda/aayushBot chatdebug_mongodebug_python+1 | 4 | 2026-07-28+ | 47/100 | F |
| 79 | agentic-assistant amndzdzdz/agentic-assistant create_upcoming_appointmentdelete_upcoming_appointmentsdisplay_recent_emails+4 | 7 | 2026-07-28+ | 47/100 | F |
| 80 | ai-counsel blueman82/ai-counsel deliberateget_file_treeget_quality_metrics+6 | 9 | <=2025-11-25 | 47/100 | F |
| 81 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 82 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 83 | claude_code-multi-AI-MCP RaiAnsar/claude_code-multi-AI-MCP ask_deepseekask_geminiask_grok+22 | 25 | 2026-07-28+ | 47/100 | F |
| 84 | gapinmyresume-mcp leelakrishnasarepalli/gapinmyresume-mcp analyze_resume_gapsget_sample_resume | 2 | 2026-07-28+ | 47/100 | F |
| 85 | gmail-mcp-server tszaks/gmail-mcp-server add_labelscreate_draftget_auth_url+6 | 9 | 2026-07-28+ | 47/100 | F |
| 86 | go-calque calque-ai/go-calque greet | 1 | 2026-07-28+ | 47/100 | F |
| 87 | go-rag gamma-omg/go-rag RAG tool | 1 | 2026-07-28+ | 47/100 | F |
| 88 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 89 | gradio-mcp-agent-hack CodeHalwell/gradio-mcp-agent-hack create_operationemit_erroremit_log+10 | 13 | <=2025-11-25 | 47/100 | F |
| 90 | gradio-mcp-hack AubinSeptier/gradio-mcp-hack job_search_toolresume_extractor | 2 | 2026-07-28+ | 47/100 | F |
| 91 | guardian-agent Threat-Vector-Security/guardian-agent automation_deleteautomation_runautomation_save+33 | 36 | <=2025-11-25 | 47/100 | F |
| 92 | hippobox HippoBox/hippobox create_knowledgecreate_topicdelete_knowledge+9 | 12 | 2026-07-28+ | 47/100 | F |
| 93 | mcp-assistant AIAtrium/mcp-assistant access_resourceaddget_config+2 | 5 | 2026-07-28+ | 47/100 | F |
| 94 | mcp-chain-of-draft-prompt-tool brendancopley/mcp-chain-of-draft-prompt-tool analyze_problem_complexitychain_of_draft_solvecode_solve+4 | 7 | <=2025-11-25 | 47/100 | F |
| 95 | mcp-chat-server xhjxhj001/mcp-chat-server create_conversationdelete_conversationget_config+7 | 10 | <=2025-11-25 | 47/100 | F |
| 96 | mcp-client-agent-airbnb CyprianFusi/mcp-client-agent-airbnb save_memorysearch_memory | 2 | 2026-07-28+ | 47/100 | F |
| 97 | mcp-client-typescript anasyakubu/mcp-client-typescript ask_aiask_claudecalculate+3 | 6 | 2026-07-28+ | 47/100 | F |
| 98 | mcp-commit-story wiggitywhitney/mcp-commit-story journal_add_reflectionjournal_capture_context | 2 | <=2025-11-25 | 47/100 | F |
| 99 | mcp-pubmed-server hhx465453939/mcp-pubmed-server analyze_paper_batchclear_cachedetect_open_access+6 | 9 | <=2025-11-25 | 47/100 | F |
| 100 | mcp-qdrant-openai amansingh0311/mcp-qdrant-openai collection_infolist_collectionsquery_collection | 3 | 2026-07-28+ | 47/100 | F |