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4,150 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2101 | agents-sdk-mcp beyg1/agents-sdk-mcp edit_docsread_docs | 2 | 2026-07-28+ | 48/100 | F |
| 2102 | ai-coding-mcp kevinten-ai/ai-coding-mcp analyze_codebasediagnose_error |
| 26 |
| <=2025-11-25 |
| 48/100 |
| F |
| 2103 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ | 48/100 | F |
| 2104 | ai-devtools-hw3-a Dannycesp/ai-devtools-hw3-a addscrape_websearch_documentation | 3 | 2026-07-28+ | 48/100 | F |
| 2105 | api-tester-mcp Vikrant-Khedkar/api-tester-mcp delete_requestget_requestopenai_chat_completion+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2106 | better-email-mcp n24q02m/better-email-mcp configdeletefolders+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2107 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2108 | chroma-mcp-custom bryankthompson/chroma-mcp-custom chroma_add_documentschroma_continue_thought_chainchroma_create_collection+14 | 17 | <=2025-11-25 | 48/100 | F |
| 2109 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2110 | customer_services_mcp_server iamtech/customer_services_mcp_server account_balancecustomer_accounts | 2 | 2026-07-28+ | 48/100 | F |
| 2111 | dynamo-mcp ruvnet/dynamo-mcp add_templatecreate_projectdiscover_templates+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2112 | easemob-doc-mcp dujiepeng/easemob-doc-mcp get_document_contentlist_documentssearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2113 | expense-tracker-mcp-local-server saikat37/expense-tracker-mcp-local-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2114 | expense-tracker-mcp-server shivangshandilya/expense-tracker-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2115 | fastfs-mcp aj-geddes/fastfs-mcp fastfs_cdfastfs_grepfastfs_ls+39 | 42 | 2026-07-28+ | 48/100 | F |
| 2116 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2117 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 2118 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2119 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2120 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 2121 | github-mcp-server ParasSolanki/github-mcp-server get_issueget_pull_requestlist_repositories_issues+8 | 11 | 2026-07-28+ | 48/100 | F |
| 2122 | 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 |
| 2123 | haiku.rag ggozad/haiku.rag merge_resultssearch_corpus | 2 | 2026-07-28+ | 48/100 | F |
| 2124 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 2125 | inked frgmt0/inked readwrite | 2 | 2026-07-28+ | 48/100 | F |
| 2126 | langchain-mcp-server LiteObject/langchain-mcp-server get_api_referenceget_github_examplesget_latest_version+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2127 | llm-mcp thismohsin/llm-mcp add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2128 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2129 | magic polterguy/magic applyserver.ipstrings.builder.append | 3 | 2026-07-28+ | 48/100 | F |
| 2130 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 2131 | mcp comcpwork/mcp clickhouse_execmysql_execprometheus_exec+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2132 | mcp-box lowcache/mcp-box describe_tablelist_tablesread_query+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2133 | mcp-data-vis AlejandroArciniegas/mcp-data-vis api_requestcalculatecreate_directory+19 | 22 | 2026-07-28+ | 48/100 | F |
| 2134 | mcp-database-server executeautomation/mcp-database-server alter_tableappend_insightcreate_table+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2135 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2136 | mcp-easy-installer onigetoc/mcp-easy-installer install_mcp_serverrepair_mcp_serversearch_mcp_server+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2137 | mcp-examples saipanyam/mcp-examples adaptive_workflowanalyze_dataanalyze_research_data+22 | 25 | 2026-07-28+ | 48/100 | F |
| 2138 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 2139 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 2140 | mcp-personal dashed/mcp-personal create_tabledescribe_tableexecute+11 | 14 | <=2025-11-25 | 48/100 | F |
| 2141 | 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 |
| 2142 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 2143 | mcp-server sandboxrunner/mcp-server download_fileenhanced_download_fileenhanced_upload_file+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2144 | mcp-server Yocoolab/mcp-server add_thread_messageai_analyze_pagecreate_pr+17 | 20 | 2026-07-28+ | 48/100 | F |
| 2145 | mcp-server-github-agent flan02/mcp-server-github-agent analyze_file_changesget_pr_templatesget_recent_actions_events+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2146 | mcp-server-performance-review-data kfischer-okarin/mcp-server-performance-review-data list_user_pull_request_activity | 1 | 2026-07-28+ | 48/100 | F |
| 2147 | mcp_agent_dev_kit YomnaWaleed/mcp_agent_dev_kit get_account_balanceget_customer_infoget_last_transactions+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2148 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 2149 | mcp_server_context7 jussker/mcp_server_context7 clone_repositorydownload_documentationget_library_info+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2150 | mcpstore whillhill/mcpstore mcpstore_session_snapshot_exportmcpstore_session_snapshot_importmcpstore_session_state_clear+8 | 11 | <=2025-11-25 | 48/100 | F |