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4,309 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2101 | ai-coding-mcp kevinten-ai/ai-coding-mcp analyze_codebasediagnose_errorgenerate_code+23 | 26 | <=2025-11-25 | 48/100 | F |
| 2102 | ai-concepts dilumdarshana/ai-concepts |
| 3 |
| 2026-07-28+ |
| 48/100 |
| F |
| 2103 | ai-devtools-hw3-a Dannycesp/ai-devtools-hw3-a addscrape_websearch_documentation | 3 | 2026-07-28+ | 48/100 | F |
| 2104 | api-tester-mcp Vikrant-Khedkar/api-tester-mcp delete_requestget_requestopenai_chat_completion+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2105 | bptool mclarkson/bptool bp_calculate_mapbp_create_readingbp_delete_reading+4 | 7 | <=2025-11-25 | 48/100 | F |
| 2106 | chroma-mcp-custom bryankthompson/chroma-mcp-custom chroma_add_documentschroma_continue_thought_chainchroma_create_collection+14 | 17 | <=2025-11-25 | 48/100 | F |
| 2107 | class-notes-mcp Charly-bite/class-notes-mcp analyze_textgenerate_noteget_performance_stats+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2108 | co-op Afnanksalal/co-op analyze_pitch_deckrun_alert_nowsave_alert | 3 | 2026-07-28+ | 48/100 | F |
| 2109 | dbmcp-server shoomkloom/dbmcp-server aggregatecollection-indexescollection-schema+10 | 13 | <=2025-11-25 | 48/100 | F |
| 2110 | docker-mcp-server 0xshariq/docker-mcp-server docker-builddocker-composedocker-containers+8 | 11 | <=2025-11-25 | 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 | fastfs-mcp aj-geddes/fastfs-mcp fastfs_cdfastfs_grepfastfs_ls+39 | 42 | 2026-07-28+ | 48/100 | F |
| 2114 | fluent-copilot-mcp yyy11452/fluent-copilot-mcp create_issuecreate_pull_requestcreate_repository+3 | 6 | 2026-07-28+ | 48/100 | F |
| 2115 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2116 | github-actions-mcp tibbon/github-actions-mcp cancel_workflow_rundownload_artifactget_artifact+9 | 12 | 2026-07-28+ | 48/100 | F |
| 2117 | github-mcp aniketsingh98571/github-mcp getRepogetUserupdateRepoName | 3 | 2026-07-28+ | 48/100 | F |
| 2118 | github-mcp-server ParasSolanki/github-mcp-server get_issueget_pull_requestlist_repositories_issues+8 | 11 | 2026-07-28+ | 48/100 | F |
| 2119 | haiku.rag ggozad/haiku.rag merge_resultssearch_corpus | 2 | 2026-07-28+ | 48/100 | F |
| 2120 | infra-ops-mcp skyvanguard/infra-ops-mcp aws_cloudwatch_metricsaws_ec2_instancesaws_lambda_functions+30 | 33 | 2026-07-28+ | 48/100 | F |
| 2121 | jiso harmoniousmoss/jiso count_recordsdescribe_tableexecute_select+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2122 | langchain-mcp-server LiteObject/langchain-mcp-server get_api_referenceget_github_examplesget_latest_version+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2123 | langgraph-voice-agent rosiefaulkner/langgraph-voice-agent create_expensedelete_expenselist_expenses+2 | 5 | <=2025-11-25 | 48/100 | F |
| 2124 | magic polterguy/magic applyserver.ipstrings.builder.append | 3 | 2026-07-28+ | 48/100 | F |
| 2125 | marktoflow marktoflow/marktoflow core.logcore.writeFileworkflow.fail+5 | 8 | <=2025-11-25 | 48/100 | F |
| 2126 | mcp-agent hyn0027/mcp-agent compute_reservation_pricecompute_time_differenceconvert_route_distance_and_time+10 | 13 | 2026-07-28+ | 48/100 | F |
| 2127 | mcp-camunda lepoco/mcp-camunda CompleteUserTaskCountIncidentsCountInstances+9 | 12 | <=2025-11-25 | 48/100 | F |
| 2128 | mcp-database-server executeautomation/mcp-database-server alter_tableappend_insightcreate_table+7 | 10 | <=2025-11-25 | 48/100 | F |
| 2129 | mcp-discovery yksanjo/mcp-discovery compare_serversdiscover_mcp_serverget_server_metrics+1 | 4 | 2026-07-28+ | 48/100 | F |
| 2130 | mcp-easy-installer onigetoc/mcp-easy-installer install_mcp_serverrepair_mcp_serversearch_mcp_server+1 | 4 | <=2025-11-25 | 48/100 | F |
| 2131 | mcp-examples saipanyam/mcp-examples adaptive_workflowanalyze_dataanalyze_research_data+22 | 25 | 2026-07-28+ | 48/100 | F |
| 2132 | mcp-gateway theognis1002/mcp-gateway CreateToolDeleteToolDiscoverServerTools+5 | 8 | 2026-07-28+ | 48/100 | F |
| 2133 | mcp-github shuakami/mcp-github createBranchcreateIssuecreateOrUpdateFile+27 | 30 | 2026-07-28+ | 48/100 | F |
| 2134 | mcp-oauth DTeam-Top/mcp-oauth add_numbers | 1 | 2026-07-28+ | 48/100 | F |
| 2135 | 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 |
| 2136 | mcp-rag-server karaage0703/mcp-rag-server get_document_countsearch | 2 | <=2025-11-25 | 48/100 | F |
| 2137 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 2138 | mcp-server Yocoolab/mcp-server add_thread_messageai_analyze_pagecreate_pr+17 | 20 | 2026-07-28+ | 48/100 | F |
| 2139 | 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 |
| 2140 | mcp-server-performance-review-data kfischer-okarin/mcp-server-performance-review-data list_user_pull_request_activity | 1 | 2026-07-28+ | 48/100 | F |
| 2141 | mcp_py_exam istanadodan/mcp_py_exam addlist_filessearch | 3 | 2026-07-28+ | 48/100 | F |
| 2142 | mcp_server Alton01/mcp_server create-bookmarkget-user-bookmarks | 2 | 2026-07-28+ | 48/100 | F |
| 2143 | mcp_server_context7 jussker/mcp_server_context7 clone_repositorydownload_documentationget_library_info+2 | 5 | 2026-07-28+ | 48/100 | F |
| 2144 | mcpd cortexd-labs/mcpd container_inspectcontainer_listcontainer_logs+53 | 56 | <=2025-11-25 | 48/100 | F |
| 2145 | mcpstore whillhill/mcpstore mcpstore_session_snapshot_exportmcpstore_session_snapshot_importmcpstore_session_state_clear+8 | 11 | <=2025-11-25 | 48/100 | F |
| 2146 | me-gpt mitchellrust/me-gpt complete | 1 | <=2025-11-25 | 48/100 | F |
| 2147 | mqtt_uns_viewer slalaure/mqtt_uns_viewer add_semantic_tagscreate_alertcreate_mapper+25 | 28 | 2026-07-28+ | 48/100 | F |
| 2148 | multi-platform-mcp-kb j584lee98/multi-platform-mcp-kb get_channel_historyget_file_contentget_thread_replies+12 | 15 | 2026-07-28+ | 48/100 | F |
| 2149 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 2150 | multipass tinosingh/multipass check_whisper_healthlist_whisper_modelstranscribe_audio | 3 | 2026-07-28+ | 48/100 | F |