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323 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | modelcontextprotocol-servers 71126225/modelcontextprotocol-servers append-insightcreate-tabledescribe-table+12 | 15 | <=2025-11-25 | 45/100 | F |
| 102 | repocode nextbridgehq/repocode explainSelectiongetArchitecturegetContext+6 | 9 | 2026-07-28+ |
| 45/100 |
| F |
| 103 | self-improving-agent xmaks82/self-improving-agent edit_filefetch_urlget_conversation+13 | 16 | <=2025-11-25 | 45/100 | F |
| 104 | winx-code-agent gabrielmaialva33/winx-code-agent ApplyPatchBashCommandCodeMap+9 | 12 | 2025-06-18+ | 45/100 | F |
| 105 | 1C-ai-mcp novoros-id/1C-ai-mcp analyze_projectask_1C_expertaudit_code_expert+12 | 15 | <=2025-11-25 | 44/100 | F |
| 106 | Automated_Agentic_Software_Testing SanamChoudhary/Automated_Agentic_Software_Testing addanalyze_and_generate_testsanalyze_java_source+5 | 8 | 2026-07-28+ | 44/100 | F |
| 107 | agent-memory xChuCx/agent-memory memory.fetch_contextmemory.propose_updatememory.status | 3 | <=2025-11-25 | 44/100 | F |
| 108 | claude-self-reflect ramakay/claude-self-reflect reflect_on_past | 1 | <=2025-11-25 | 44/100 | F |
| 109 | code-mcp 54yyyu/code-mcp get_project_structurelist_directoryread_file | 3 | <=2025-11-25 | 44/100 | F |
| 110 | code-walkthrough-mcp tomatitito/code-walkthrough-mcp generate_scriptgenerate_video_from_scriptgenerate_walkthrough+2 | 5 | <=2025-11-25 | 44/100 | F |
| 111 | fast-lint-mcp kwanghan-bae/fast-lint-mcp analyze-impactfind-dead-codefind-references+6 | 9 | 2026-07-28+ | 44/100 | F |
| 112 | forge-plugin nxtg-ai/forge-plugin forge_get_code_metricsforge_get_git_statusforge_get_governance_health+5 | 8 | 2026-07-28+ | 44/100 | F |
| 113 | knowledge-mcp cristinecula/knowledge-mcp batch_get_knowledgebatch_knowledgedelete_knowledge+10 | 13 | 2026-07-28+ | 44/100 | F |
| 114 | mcp-agentic-sdlc michaelwybraniec/mcp-agentic-sdlc backlogSyncbaseinit+1 | 4 | 2026-07-28+ | 44/100 | F |
| 115 | mcp-new d1maash/mcp-new chat_completionextract_entitiesgit_branch+7 | 10 | 2026-07-28+ | 44/100 | F |
| 116 | mcp-tools shaharia-lab/mcp-tools bashcatcurl+8 | 11 | <=2025-11-25 | 44/100 | F |
| 117 | obot obot-platform/obot ApplyToolOverridesConvertToolsGenerateVMCPComponentToolPreviewsOAuthURL+2 | 5 | 2026-07-28+ | 44/100 | F |
| 118 | rtd_mcp_server_lab sdemir60/rtd_mcp_server_lab build_all_projectscheck_standardsgenerate_screen+1 | 4 | 2026-07-28+ | 44/100 | F |
| 119 | vscode-review-ready yurukusa/vscode-review-ready checkComplexitycheckDebugStatementscheckLargeFile+3 | 6 | 2026-07-28+ | 44/100 | F |
| 120 | CodeCompass alvinveroy/CodeCompass agent_querygenerate_suggestionget_changelog+6 | 9 | <=2025-11-25 | 43/100 | F |
| 121 | Snapshots-MCP-Server DanielP41/Snapshots-MCP-Server capture_snapshotdelete_snapshotdiff_snapshots+2 | 5 | <=2025-11-25 | 43/100 | F |
| 122 | auditor-addon Artifex1/auditor-addon apicall-chainsdiff-metrics+6 | 9 | 2026-07-28+ | 43/100 | F |
| 123 | auto-mcp-server dolrea77/auto-mcp-server collect_by_branchcollect_by_commit_rangecomplete_issue+18 | 21 | <=2025-11-25 | 43/100 | F |
| 124 | codexa mirnoorata/codexa calleescallerscapabilities+19 | 22 | 2025-06-18+ | 43/100 | F |
| 125 | figma-mcp AnhadMahajan/figma-mcp convert_timefetchget_current_time+12 | 15 | <=2025-11-25 | 43/100 | F |
| 126 | mcp-brain-manager MikeyBeez/mcp-brain-manager mikey_classifymikey_confirm_updatemikey_context+10 | 13 | 2026-07-28+ | 43/100 | F |
| 127 | mcp-remote-server ayuugoyal/mcp-remote-server compose_manage_toolconnect_server_toolcron_manage_tool+19 | 22 | 2026-07-28+ | 43/100 | F |
| 128 | mcp-servers DaleLJefferson/mcp-servers addadd_allcheckout_branch+8 | 11 | 2026-07-28+ | 43/100 | F |
| 129 | prompts-mcp fsmonter/prompts-mcp compose_promptget_prompt_details_utilslist_all_prompts+3 | 6 | 2026-07-28+ | 43/100 | F |
| 130 | rpg-encoder userFRM/rpg-encoder apply_hierarchy_editbuild_rpgcompute_dataflow+19 | 22 | 2026-07-28+ | 43/100 | F |
| 131 | sandboxed.sh Th0rgal/sandboxed.sh accept_project_trackaccept_project_track_evidenceacknowledge_mission+56 | 59 | 2026-07-28+ | 43/100 | F |
| 132 | spectyn-mesh markl-a/spectyn-mesh content_searchfile_editfile_read+10 | 13 | 2026-07-28+ | 43/100 | F |
| 133 | MCP_servers whuanzj123/MCP_servers addcopy_filecreate_directory+41 | 44 | 2026-07-28+ | 42/100 | F |
| 134 | PatchWarden jiezeng2004-design/PatchWarden apply_patchaudit_sessionaudit_task+43 | 46 | 2026-07-28+ | 42/100 | F |
| 135 | agent-toolkit LandonSchropp/agent-toolkit apply-yesterdayclose-workspacecreate-feature-branch+11 | 14 | 2026-07-28+ | 42/100 | F |
| 136 | antigravity-jules-integration sajidmahamud835/antigravity-jules-integration delegate_to_jules | 1 | <=2025-11-25 | 42/100 | F |
| 137 | aws-mcp-server yadavillisridhar/aws-mcp-server git_addgit_commitgit_diff+6 | 9 | <=2025-11-25 | 42/100 | F |
| 138 | bach ellmos-ai/bach checkcheck_new_toolscreate_onboarding_tasks+19 | 22 | 2026-07-28+ | 42/100 | F |
| 139 | changelog-mcp metaoutfitter/changelog-mcp analyze-and-prepare-changelogchangelog-statusinitialize-project+1 | 4 | <=2025-11-25 | 42/100 | F |
| 140 | git-pkgs longknot/git-pkgs addcheckoutclone+12 | 15 | 2026-07-28+ | 42/100 | F |
| 141 | mcp-git-commit-generator theoklitosBam7/mcp-git-commit-generator check_git_statusgenerate_commit_message | 2 | <=2025-11-25 | 42/100 | F |
| 142 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 143 | obsidian-mcp-server t-rhex/obsidian-mcp-server check_timeoutsclaim_taskcomplete_task+24 | 27 | 2026-07-28+ | 42/100 | F |
| 144 | ssh-mcp-server mehmet21ozcelik/ssh-mcp-server ssh_execssh_get_configssh_list_allowed+1 | 4 | 2026-07-28+ | 42/100 | F |
| 145 | teamoon JuanVilla424/teamoon auth_loginauth_logoutchat_clear+61 | 64 | 2026-07-28+ | 42/100 | F |
| 146 | LintGate rohanvinaik/LintGate aggregate_resultsbuild_registrycheck_diff_secrets+27 | 30 | 2026-07-28+ | 41/100 | F |
| 147 | ModelContextProtocol RavishankarDuMCA10/ModelContextProtocol analyze_file_changesget_pr_templatessuggest_template | 3 | 2026-07-28+ | 41/100 | F |
| 148 | SpecLoom kpruntov/SpecLoom loom_approveloom_assignloom_check_gate+16 | 19 | 2026-07-28+ | 41/100 | F |
| 149 | git-context-mcp TamiShaks-2/git-context-mcp code_mapproject_statusrecent_activity+2 | 5 | 2026-07-28+ | 41/100 | F |
| 150 | git-jira-mcp-server 1pone/git-jira-mcp-server getCurrentBranchNamegetJiraByIdgetJiraInfo | 3 | 2026-07-28+ | 41/100 | F |