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5,203 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1651 | youtube-summarizer-mcp yongkangc/youtube-summarizer-mcp analyze_transcriptextract_video_id_toolget_transcript+5 | 8 | <=2025-11-25 |
| 55/100 |
| D |
| 1652 | ASTral Atypical-Consulting/ASTral get_file_outlineget_file_treeget_repo_outline+8 | 11 | 2026-07-28+ | 54/100 | D |
| 1653 | AnyIDE keyurgolani/AnyIDE docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1654 | Auto-Review-ClaudeMCP IskanderAl/Auto-Review-ClaudeMCP get_pr_difflist_open_prs | 2 | <=2025-11-25 | 54/100 | D |
| 1655 | Build-a-Search-Engine-with-AI-Agents codingforentrepreneurs/Build-a-Search-Engine-with-AI-Agents add_linkcrawl_linkcrawl_missing_links+8 | 11 | 2026-07-28+ | 54/100 | D |
| 1656 | Building-MCP-servers-clients manvith-reddy-30/Building-MCP-servers-clients add_expenselist_expensessummarize | 3 | 2026-07-28+ | 54/100 | D |
| 1657 | CodeGraphMCPServer nahisaho/CodeGraphMCPServer analyze_module_structurefind_calleesfind_callers+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1658 | CodeRAG JonnoC/CodeRAG add_edgeadd_fileadd_node+32 | 35 | <=2025-11-25 | 54/100 | D |
| 1659 | Expense-Tracker-MCP-Server DataScienceWithAsif/Expense-Tracker-MCP-Server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 54/100 | D |
| 1660 | Expense-tracker-MCP-Server MalayJain412/Expense-tracker-MCP-Server add_expenseadd_expenseadd_expenses+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1661 | GIT-Pilot SiddheshDongare/GIT-Pilot add_collaboratoradd_issue_commentauthenticate+28 | 31 | <=2025-11-25 | 54/100 | D |
| 1662 | GitVisionMCP MCPRUNNER/GitVisionMCP gv_compare_branches_documentationgv_deconstructgv_deconstruct_to_json+24 | 27 | <=2025-11-25 | 54/100 | D |
| 1663 | Git_MCP_finetuned Arnabdaz/Git_MCP_finetuned git_addgit_branchgit_checkout+16 | 19 | <=2025-11-25 | 54/100 | D |
| 1664 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 1665 | LLM-MCP plagness/LLM-MCP llm_balancellm_benchmarksllm_costs+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1666 | MCP-Server lreb/MCP-Server create-taskdelete-taskgenerate-markdown-doc+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1667 | MCP-Workspace-Server answerlink/MCP-Workspace-Server excel_editexec_commandfs_ops+5 | 8 | <=2025-11-25 | 54/100 | D |
| 1668 | Remote-MCP-Server-Expense-Tracker Puneeth0106/Remote-MCP-Server-Expense-Tracker add_expensedelete_expenselist_expenses+2 | 5 | 2026-07-28+ | 54/100 | D |
| 1669 | Salesforce-Agent-Chatbot-with-MCP-Architecture sybachpunk/Salesforce-Agent-Chatbot-with-MCP-Architecture commit_code_changesget_salesforce_case_detailslog_and_assign_task+7 | 10 | 2026-07-28+ | 54/100 | D |
| 1670 | SqliteMcp anuraj/SqliteMcp create_recorddb_infodelete_records+6 | 9 | 2025-06-18+ | 54/100 | D |
| 1671 | Web-knowledge-Crawler Anshumaan031/Web-knowledge-Crawler crawl_single_pagerag_querysmart_crawl_url | 3 | 2026-07-28+ | 54/100 | D |
| 1672 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 1673 | accessibility-mcp-server jbuchan/accessibility-mcp-server get_test_resultslist_test_resultstest_accessibility | 3 | 2026-07-28+ | 54/100 | D |
| 1674 | agent-kanban-pm Raman369AI/agent-kanban-pm approve_projectcreate_projectcreate_task+5 | 8 | 2026-07-28+ | 54/100 | D |
| 1675 | agent-plugins dmgrok/agent-plugins cache_cleancheck_malicious_patternsconfig+20 | 23 | 2026-07-28+ | 54/100 | D |
| 1676 | ai-image-gen-mcp krystian-ai/ai-image-gen-mcp generate_image | 1 | <=2025-11-25 | 54/100 | D |
| 1677 | avm-mcp-server stefanstranger/avm-mcp-server list_avm_modulesscrape_avm_module_details | 2 | <=2025-11-25 | 54/100 | D |
| 1678 | axe-scanner-mcp vinnyang/axe-scanner-mcp axe_scan_url | 1 | 2026-07-28+ | 54/100 | D |
| 1679 | build-your-own-ai-agent Lay4U/build-your-own-ai-agent calculatecalculatorextract_links+8 | 11 | 2026-07-28+ | 54/100 | D |
| 1680 | catalog_mcp ICICLE-ai/catalog_mcp get_componentget_component_linkslist_components+3 | 6 | <=2025-11-25 | 54/100 | D |
| 1681 | chatgpt-native-image-gen-mcp IncomeStreamSurfer/chatgpt-native-image-gen-mcp edit_imagegenerate_image | 2 | <=2025-11-25 | 54/100 | D |
| 1682 | che-apple-mail-mcp PsychQuant/che-apple-mail-mcp batch_export_emails_markdowncheck_accessibilitycheck_automation+22 | 25 | <=2025-11-25 | 54/100 | D |
| 1683 | claude-sidekick andrewbrereton/claude-sidekick ollama_chatollama_code_generationollama_embed_text+2 | 5 | 2026-07-28+ | 54/100 | D |
| 1684 | coco-search VioletCranberry/coco-search analyze_search_pipelineclear_indexextract_dependencies+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1685 | code-graph-rag-mcp er77/code-graph-rag-mcp analyze_code_impactanalyze_hotspotscross_language_search+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1686 | code-portal-mcp TylerALofall/code-portal-mcp ai_uicreate_desktop_shortcutcreate_project+21 | 24 | <=2025-11-25 | 54/100 | D |
| 1687 | code-review-mcp Batsirai-muchareva/code-review-mcp get_existing_reviewsget_file_at_baseget_file_content+5 | 8 | 2026-07-28+ | 54/100 | D |
| 1688 | code-snippet-image-mcp suhaibkhan/code-snippet-image-mcp create_code_image | 1 | 2026-07-28+ | 54/100 | D |
| 1689 | codesandbox-mcp-server blakegallagher1/codesandbox-mcp-server commit_and_push_to_githubcreate_sandbox_for_projectget_sandbox_output+2 | 5 | <=2025-11-25 | 54/100 | D |
| 1690 | command-runner-mcp-server kdspaul/command-runner-mcp-server gitls_tool | 2 | <=2025-11-25 | 54/100 | D |
| 1691 | commitflow asepindrak/commitflow getAllTasksgetContributorsgetInProgressTasks+5 | 8 | 2026-07-28+ | 54/100 | D |
| 1692 | context-mcp dodopayments/context-mcp search_docssearch_docs | 2 | 2026-07-28+ | 54/100 | D |
| 1693 | context-sherpa hackafterdark/context-sherpa analyze_impact_triagecheck_rule_complianceclassify_repo_intent+6 | 9 | <=2025-11-25 | 54/100 | D |
| 1694 | cortex-scout cortex-works/cortex-scout agent_profile_authbrowser_automatebrowser_close+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1695 | cuf-mcp nathanfolkman/cuf-mcp get_clinical_documentget_invoiceget_notifications+9 | 12 | <=2025-11-25 | 54/100 | D |
| 1696 | cycles-mcp bbishdotdev/cycles-mcp add-taskcommit-taskcreate-cycle+4 | 7 | 2026-07-28+ | 54/100 | D |
| 1697 | ddg-agent-payable-services daedalusdevelopmentgroup/ddg-agent-payable-services ddg_agent_distribution_targetsddg_agent_readiness_scorecardddg_agent_status+28 | 31 | 2025-06-18+ | 54/100 | D |
| 1698 | demoMCPServers SecureCoKevinWu/demoMCPServers convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 54/100 | D |
| 1699 | detrix flashus/detrix add_locationevaluate_expressionget_call_stack+7 | 10 | <=2025-11-25 | 54/100 | D |
| 1700 | dev-context ZephyrDeng/dev-context echotopic_searchtrending_repos+1 | 4 | <=2025-11-25 | 54/100 | D |