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6,069 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1951 | whatsapp-mcp ai-engineering-works/whatsapp-mcp get_chatget_group_infoget_message_context+6 | 9 | <=2025-11-25 |
| 55/100 |
| D |
| 1952 | whatsapp-mcp iamimmanuelraj/whatsapp-mcp download_mediaget_chatget_contact_chats+9 | 12 | 2026-07-28+ | 55/100 | D |
| 1953 | youtube-summarizer-mcp yongkangc/youtube-summarizer-mcp analyze_transcriptextract_video_id_toolget_transcript+5 | 8 | <=2025-11-25 | 55/100 | D |
| 1954 | ASTral Atypical-Consulting/ASTral get_file_outlineget_file_treeget_repo_outline+8 | 11 | 2026-07-28+ | 54/100 | D |
| 1955 | AnyIDE keyurgolani/AnyIDE docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1956 | Auto-Review-ClaudeMCP IskanderAl/Auto-Review-ClaudeMCP get_pr_difflist_open_prs | 2 | <=2025-11-25 | 54/100 | D |
| 1957 | 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 |
| 1958 | Building-MCP-servers-clients manvith-reddy-30/Building-MCP-servers-clients add_expenselist_expensessummarize | 3 | 2026-07-28+ | 54/100 | D |
| 1959 | Cloud_Kitchen_MCP_Server jagadeshwaranparthiban/Cloud_Kitchen_MCP_Server AddNewItemGetAllItemsGetItemByName+1 | 4 | 2026-07-28+ | 54/100 | D |
| 1960 | CodeGraphMCPServer nahisaho/CodeGraphMCPServer analyze_module_structurefind_calleesfind_callers+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1961 | CodeRAG JonnoC/CodeRAG add_edgeadd_fileadd_node+32 | 35 | <=2025-11-25 | 54/100 | D |
| 1962 | Expense-Tracker-MCP-Server DataScienceWithAsif/Expense-Tracker-MCP-Server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 54/100 | D |
| 1963 | Expense-tracker-MCP-Server MalayJain412/Expense-tracker-MCP-Server add_expenseadd_expenseadd_expenses+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1964 | GIT-Pilot SiddheshDongare/GIT-Pilot add_collaboratoradd_issue_commentauthenticate+28 | 31 | <=2025-11-25 | 54/100 | D |
| 1965 | GitVisionMCP MCPRUNNER/GitVisionMCP gv_compare_branches_documentationgv_deconstructgv_deconstruct_to_json+24 | 27 | <=2025-11-25 | 54/100 | D |
| 1966 | Git_MCP_finetuned Arnabdaz/Git_MCP_finetuned git_addgit_branchgit_checkout+16 | 19 | <=2025-11-25 | 54/100 | D |
| 1967 | Guilders alinalihassan/Guilders createAccountcreateCategorycreateMerchant+19 | 22 | <=2025-11-25 | 54/100 | D |
| 1968 | HealthClawGuardrails aks129/HealthClawGuardrails action_commitaction_proposeaction_status+26 | 29 | 2026-07-28+ | 54/100 | D |
| 1969 | Kolb-s-MCP TheGuidingPrincipels/Kolb-s-MCP complete_experimentcreate_experimentfind_related_patterns+10 | 13 | <=2025-11-25 | 54/100 | D |
| 1970 | LLM-MCP plagness/LLM-MCP llm_balancellm_benchmarksllm_costs+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1971 | MCP-Server lreb/MCP-Server create-taskdelete-taskgenerate-markdown-doc+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1972 | MCP-Workspace-Server answerlink/MCP-Workspace-Server excel_editexec_commandfs_ops+5 | 8 | <=2025-11-25 | 54/100 | D |
| 1973 | MCP_SERVER_VENTAS efraindrummer/MCP_SERVER_VENTAS execute_custom_queryget_clients_by_purchase_frequencyget_clients_summary+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1974 | Octopoda-OS RyjoxTechnologies/Octopoda-OS broadcastconsolidatedecide+24 | 27 | 2026-07-28+ | 54/100 | D |
| 1975 | Remote-MCP-Server-Expense-Tracker Puneeth0106/Remote-MCP-Server-Expense-Tracker add_expensedelete_expenselist_expenses+2 | 5 | 2026-07-28+ | 54/100 | D |
| 1976 | 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 |
| 1977 | SqliteMcp anuraj/SqliteMcp create_recorddb_infodelete_records+6 | 9 | 2025-06-18+ | 54/100 | D |
| 1978 | Web-knowledge-Crawler Anshumaan031/Web-knowledge-Crawler crawl_single_pagerag_querysmart_crawl_url | 3 | 2026-07-28+ | 54/100 | D |
| 1979 | aave-mcp vesper85/aave-mcp approveTokenborrowchooseWallet+4 | 7 | <=2025-11-25 | 54/100 | D |
| 1980 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 1981 | accessibility-mcp-server jbuchan/accessibility-mcp-server get_test_resultslist_test_resultstest_accessibility | 3 | 2026-07-28+ | 54/100 | D |
| 1982 | agent-kanban-pm Raman369AI/agent-kanban-pm approve_projectcreate_projectcreate_task+5 | 8 | 2026-07-28+ | 54/100 | D |
| 1983 | agent-plugins dmgrok/agent-plugins cache_cleancheck_malicious_patternsconfig+20 | 23 | 2026-07-28+ | 54/100 | D |
| 1984 | ai-image-gen-mcp krystian-ai/ai-image-gen-mcp generate_image | 1 | <=2025-11-25 | 54/100 | D |
| 1985 | arifOS ariffazil/arifOS arif_analyze_semanticarif_audit_vaultarif_authorize_agent+11 | 14 | 2026-07-28+ | 54/100 | D |
| 1986 | avm-mcp-server stefanstranger/avm-mcp-server list_avm_modulesscrape_avm_module_details | 2 | <=2025-11-25 | 54/100 | D |
| 1987 | axe-scanner-mcp vinnyang/axe-scanner-mcp axe_scan_url | 1 | 2026-07-28+ | 54/100 | D |
| 1988 | bitatlas bitatlas-group/bitatlas bitatlas_create_folderbitatlas_delete_filebitatlas_delete_folder+7 | 10 | 2026-07-28+ | 54/100 | D |
| 1989 | bun-pg-mcp igoraguiar/bun-pg-mcp get_urlpg_db_addpg_db_list+10 | 13 | <=2025-11-25 | 54/100 | D |
| 1990 | buywhere BuyWhere/buywhere compare_productsfind_best_priceget_deals+5 | 8 | 2026-07-28+ | 54/100 | D |
| 1991 | catalog_mcp ICICLE-ai/catalog_mcp get_componentget_component_linkslist_components+3 | 6 | <=2025-11-25 | 54/100 | D |
| 1992 | chatgpt-native-image-gen-mcp IncomeStreamSurfer/chatgpt-native-image-gen-mcp edit_imagegenerate_image | 2 | <=2025-11-25 | 54/100 | D |
| 1993 | che-apple-mail-mcp PsychQuant/che-apple-mail-mcp batch_export_emails_markdowncheck_accessibilitycheck_automation+22 | 25 | <=2025-11-25 | 54/100 | D |
| 1994 | coco-search VioletCranberry/coco-search analyze_search_pipelineclear_indexextract_dependencies+8 | 11 | <=2025-11-25 | 54/100 | D |
| 1995 | code-graph-rag-mcp er77/code-graph-rag-mcp analyze_code_impactanalyze_hotspotscross_language_search+9 | 12 | 2026-07-28+ | 54/100 | D |
| 1996 | code-portal-mcp TylerALofall/code-portal-mcp ai_uicreate_desktop_shortcutcreate_project+21 | 24 | <=2025-11-25 | 54/100 | D |
| 1997 | code-review-mcp Batsirai-muchareva/code-review-mcp get_existing_reviewsget_file_at_baseget_file_content+5 | 8 | 2026-07-28+ | 54/100 | D |
| 1998 | code-snippet-image-mcp suhaibkhan/code-snippet-image-mcp create_code_image | 1 | 2026-07-28+ | 54/100 | D |
| 1999 | 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 |
| 2000 | command-runner-mcp-server kdspaul/command-runner-mcp-server gitls_tool | 2 | <=2025-11-25 | 54/100 | D |