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3,934 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2001 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2002 | chroma-mcp-custom bryankthompson/chroma-mcp-custom chroma_add_documentschroma_continue_thought_chainchroma_create_collection |
| 17 |
| <=2025-11-25 |
| 48/100 |
| F |
| 2003 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2004 | customer_services_mcp_server iamtech/customer_services_mcp_server account_balancecustomer_accounts | 2 | 2026-07-28+ | 48/100 | F |
| 2005 | dynamo-mcp ruvnet/dynamo-mcp add_templatecreate_projectdiscover_templates+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2006 | easemob-doc-mcp dujiepeng/easemob-doc-mcp get_document_contentlist_documentssearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2007 | expense-tracker-mcp-local-server saikat37/expense-tracker-mcp-local-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2008 | expense-tracker-mcp-server shivangshandilya/expense-tracker-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2009 | fastfs-mcp aj-geddes/fastfs-mcp fastfs_cdfastfs_grepfastfs_ls+39 | 42 | 2026-07-28+ | 48/100 | F |
| 2010 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2011 | forward-mcp forwardnetworks/forward-mcp create_locationcreate_locations_bulkcreate_network+28 | 31 | <=2025-11-25 | 48/100 | F |
| 2012 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2013 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2014 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 2015 | github-mcp-server ParasSolanki/github-mcp-server get_issueget_pull_requestlist_repositories_issues+8 | 11 | 2026-07-28+ | 48/100 | F |
| 2016 | haiku.rag ggozad/haiku.rag merge_resultssearch_corpus | 2 | 2026-07-28+ | 48/100 | F |
| 2017 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 2018 | inked frgmt0/inked readwrite | 2 | 2026-07-28+ | 48/100 | F |
| 2019 | langchain-mcp-server LiteObject/langchain-mcp-server get_api_referenceget_github_examplesget_latest_version+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2020 | llm-mcp thismohsin/llm-mcp add_expenselist_expensessummarize | 3 | 2026-07-28+ | 48/100 | F |
| 2021 | macos-imessage-mcp-server CodexLiu/macos-imessage-mcp-server get_chat_messageslist_chatssearch_contacts+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2022 | magic polterguy/magic applyserver.ipstrings.builder.append | 3 | 2026-07-28+ | 48/100 | F |
| 2023 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 2024 | mcp comcpwork/mcp clickhouse_execmysql_execprometheus_exec+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2025 | mcp-box lowcache/mcp-box describe_tablelist_tablesread_query+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2026 | mcp-data-vis AlejandroArciniegas/mcp-data-vis api_requestcalculatecreate_directory+19 | 22 | 2026-07-28+ | 48/100 | F |
| 2027 | mcp-database-server executeautomation/mcp-database-server alter_tableappend_insightcreate_table+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2028 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2029 | mcp-easy-installer onigetoc/mcp-easy-installer install_mcp_serverrepair_mcp_serversearch_mcp_server+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2030 | mcp-examples saipanyam/mcp-examples adaptive_workflowanalyze_dataanalyze_research_data+22 | 25 | 2026-07-28+ | 48/100 | F |
| 2031 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 2032 | mcp-personal dashed/mcp-personal create_tabledescribe_tableexecute+11 | 14 | <=2025-11-25 | 48/100 | F |
| 2033 | 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 |
| 2034 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 2035 | mcp-server Yocoolab/mcp-server add_thread_messageai_analyze_pagecreate_pr+17 | 20 | 2026-07-28+ | 48/100 | F |
| 2036 | mcp-server sandboxrunner/mcp-server download_fileenhanced_download_fileenhanced_upload_file+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2037 | 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 |
| 2038 | mcp-server-performance-review-data kfischer-okarin/mcp-server-performance-review-data list_user_pull_request_activity | 1 | 2026-07-28+ | 48/100 | F |
| 2039 | mcp_agent_dev_kit YomnaWaleed/mcp_agent_dev_kit get_account_balanceget_customer_infoget_last_transactions+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2040 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 2041 | mcp_server_context7 jussker/mcp_server_context7 clone_repositorydownload_documentationget_library_info+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2042 | mcpstore whillhill/mcpstore mcpstore_session_snapshot_exportmcpstore_session_snapshot_importmcpstore_session_state_clear+8 | 11 | <=2025-11-25 | 48/100 | F |
| 2043 | me-gpt mitchellrust/me-gpt complete | 1 | <=2025-11-25 | 48/100 | F |
| 2044 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 2045 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2046 | multipass tinosingh/multipass check_whisper_healthlist_whisper_modelstranscribe_audio | 3 | 2026-07-28+ | 48/100 | F |
| 2047 | my-first-mcp sethdavis512/my-first-mcp bug_predictorcode_roastercodify+6 | 9 | 2026-07-28+ | 48/100 | F |
| 2048 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 2049 | obsidian-github-mcp Hint-Services/obsidian-github-mcp analyzeVaultStructurediagnoseSearchgetCommitHistory+6 | 9 | 2026-07-28+ | 48/100 | F |
| 2050 | opencode-studio Microck/opencode-studio activate_auth_profileauth_loginauth_logout+21 | 24 | <=2025-11-25 | 48/100 | F |