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4,751 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2401 | Unified-MCP-Tool-Graph pratikjadhav2726/Unified-MCP-Tool-Graph dynamic_tool_retrieverdynamic_tool_retrieverextract_config_from_github+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2402 | WhatsApp-MCP |
| 8 |
| <=2025-11-25 |
| 48/100 |
| F |
| 2403 | aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts | 2 | 2026-07-28+ | 48/100 | F |
| 2404 | agent Fischlvor/agent calculateget_weathersearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2405 | ai-coding-mcp kevinten-ai/ai-coding-mcp analyze_codebasediagnose_errorgenerate_code+23 | 26 | <=2025-11-25 | 48/100 | F |
| 2406 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ | 48/100 | F |
| 2407 | ai-devtools-hw3-a Dannycesp/ai-devtools-hw3-a addscrape_websearch_documentation | 3 | 2026-07-28+ | 48/100 | F |
| 2408 | bptool mclarkson/bptool bp_calculate_mapbp_create_readingbp_delete_reading+4 | 7 | <=2025-11-25 | 48/100 | F |
| 2409 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2410 | co-op Afnanksalal/co-op analyze_pitch_deckrun_alert_nowsave_alert | 3 | 2026-07-28+ | 48/100 | F |
| 2411 | comfy-headless mcp-tool-shop-org/comfy-headless analyze_promptbuild_3d_workflowbuild_audio_separation_workflow+50 | 53 | 2026-07-28+ | 48/100 | F |
| 2412 | customer_services_mcp_server iamtech/customer_services_mcp_server account_balancecustomer_accounts | 2 | 2026-07-28+ | 48/100 | F |
| 2413 | dbmcp-server shoomkloom/dbmcp-server aggregatecollection-indexescollection-schema+10 | 13 | <=2025-11-25 | 48/100 | F |
| 2414 | dynamo-mcp ruvnet/dynamo-mcp add_templatecreate_projectdiscover_templates+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2415 | easemob-doc-mcp dujiepeng/easemob-doc-mcp get_document_contentlist_documentssearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2416 | expense-tracker-mcp-local-server saikat37/expense-tracker-mcp-local-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2417 | expense-tracker-mcp-server shivangshandilya/expense-tracker-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2418 | fastfs-mcp aj-geddes/fastfs-mcp fastfs_cdfastfs_grepfastfs_ls+39 | 42 | 2026-07-28+ | 48/100 | F |
| 2419 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2420 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 2421 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2422 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2423 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 2424 | github-mcp-server ParasSolanki/github-mcp-server get_issueget_pull_requestlist_repositories_issues+8 | 11 | 2026-07-28+ | 48/100 | F |
| 2425 | haiku.rag ggozad/haiku.rag merge_resultssearch_corpus | 2 | 2026-07-28+ | 48/100 | F |
| 2426 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 2427 | inked frgmt0/inked readwrite | 2 | 2026-07-28+ | 48/100 | F |
| 2428 | jarvis-assistant-vocal sosoj92/jarvis-assistant-vocal ajouter_appcall_with_messagelaunch_app | 3 | <=2025-11-25 | 48/100 | F |
| 2429 | jiso harmoniousmoss/jiso count_recordsdescribe_tableexecute_select+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2430 | lance-mcp adiom-data/lance-mcp all_chunks_searchcatalog_searchchunks_search | 3 | 2026-07-28+ | 48/100 | F |
| 2431 | langchain-mcp-server LiteObject/langchain-mcp-server get_api_referenceget_github_examplesget_latest_version+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2432 | langgraph-voice-agent rosiefaulkner/langgraph-voice-agent create_expensedelete_expenselist_expenses+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2433 | llm-mcp thismohsin/llm-mcp add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2434 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2435 | magic polterguy/magic applyserver.ipstrings.builder.append | 3 | 2026-07-28+ | 48/100 | F |
| 2436 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 2437 | mcp comcpwork/mcp clickhouse_execmysql_execprometheus_exec+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2438 | mcp-box lowcache/mcp-box describe_tablelist_tablesread_query+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2439 | mcp-camunda lepoco/mcp-camunda CompleteUserTaskCountIncidentsCountInstances+9 | 12 | <=2025-11-25 | 48/100 | F |
| 2440 | mcp-data-vis AlejandroArciniegas/mcp-data-vis api_requestcalculatecreate_directory+19 | 22 | 2026-07-28+ | 48/100 | F |
| 2441 | mcp-database-server executeautomation/mcp-database-server alter_tableappend_insightcreate_table+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2442 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2443 | mcp-easy-installer onigetoc/mcp-easy-installer install_mcp_serverrepair_mcp_serversearch_mcp_server+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2444 | mcp-examples saipanyam/mcp-examples adaptive_workflowanalyze_dataanalyze_research_data+22 | 25 | 2026-07-28+ | 48/100 | F |
| 2445 | mcp-gateway theognis1002/mcp-gateway CreateToolDeleteToolDiscoverServerTools+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2446 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 2447 | mcp-oauth DTeam-Top/mcp-oauth add_numbers | 1 | 2026-07-28+ | 48/100 | F |
| 2448 | mcp-ollama-local vladimiracunadev-create/mcp-ollama-local grep_textlist_filessystem_info | 3 | 2026-07-28+ | 48/100 | F |
| 2449 | mcp-personal dashed/mcp-personal create_tabledescribe_tableexecute+11 | 14 | <=2025-11-25 | 48/100 | F |
| 2450 | mcp-rag-server karaage0703/mcp-rag-server get_document_countsearch | 2 | <=2025-11-25 | 48/100 | F |