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903 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 401 | ai-dev-agents Cittasana/ai-dev-agents check_file_conflictscleanup_teamcreate_branch+6 | 9 | 2026-07-28+ | 51/100 | D |
| 402 | ai-sre nachtschatt3n/ai-sre flux_reconcileflux_statusgit_commit+18 | 21 | <=2025-11-25 |
| 51/100 |
| D |
| 403 | amazon-q-history-mcp-server JMRMEDEV/amazon-q-history-mcp-server check_progressclear_session_historyclose_session+14 | 17 | <=2025-11-25 | 51/100 | D |
| 404 | arbor Anandb71/arbor contextdiscovergraph.info+3 | 6 | 2026-07-28+ | 51/100 | D |
| 405 | codebase-visualizer bntvllnt/codebase-visualizer boundarieschangescheck+15 | 18 | 2026-07-28+ | 51/100 | D |
| 406 | composio-google-workspace cfdude/composio-google-workspace DOCUMENT_INTELLIGENCEEMAIL_ANALYTICSGMAIL_BATCH_DELETE_MESSAGES+9 | 12 | 2026-07-28+ | 51/100 | D |
| 407 | email-mcp TimeCyber/email-mcp configure_email_serverget_email_contentget_recent_emails+3 | 6 | 2026-07-28+ | 51/100 | D |
| 408 | git-mcp-server-rust QiuZH001/git-mcp-server-rust git_branchgit_changelog_analyzegit_checkout+3 | 6 | 2026-07-28+ | 51/100 | D |
| 409 | gmail-mcp PranavMishra28/gmail-mcp send_email | 1 | 2025-06-18+ | 51/100 | D |
| 410 | gmail-mcp-server glrta/gmail-mcp-server create_draft_replyget_reply_contextget_unread_emails | 3 | <=2025-11-25 | 51/100 | D |
| 411 | hindsight-mcp Rbfinch/hindsight-mcp hindsight_activity_summaryhindsight_commit_detailshindsight_failing_tests+3 | 6 | <=2025-11-25 | 51/100 | D |
| 412 | index-mcp mosif16/index-mcp context_bundleindex_statusingest_codebase+3 | 6 | <=2025-11-25 | 51/100 | D |
| 413 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 414 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 415 | repomemory Lay4U/repomemory get_statsrecall_contextrecent_failures+4 | 7 | 2026-07-28+ | 51/100 | D |
| 416 | rubberduck-mcp Saml1211/rubberduck-mcp analyzeCodeexecuteRefactoringexportVBAModule+4 | 7 | 2026-07-28+ | 51/100 | D |
| 417 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 418 | smart-tree 8b-is/smart-tree drive_downloaddrive_listdrive_search+18 | 21 | <=2025-11-25 | 51/100 | D |
| 419 | agentaudit-mcp agentaudit-dev/agentaudit-mcp audit_packagecheck_packageconsensus_analysis+4 | 7 | 2026-07-28+ | 50/100 | D |
| 420 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 421 | claude-config-studio znlnzi/claude-config-studio detect_projectevolve_analyzeevolve_apply+9 | 12 | 2026-07-28+ | 50/100 | D |
| 422 | clawgate M64GitHub/clawgate auditcatgit+21 | 24 | 2026-07-28+ | 50/100 | D |
| 423 | code-context-mcp fkesheh/code-context-mcp query_repo | 1 | 2026-07-28+ | 50/100 | D |
| 424 | code-guardian phuongrealmax/code-guardian profile_createprofile_deleteprofile_detect+9 | 12 | 2026-07-28+ | 50/100 | D |
| 425 | code-search techquestsdev/code-search find_referencesget_file_contentget_file_tree+5 | 8 | 2026-07-28+ | 50/100 | D |
| 426 | code-sync-mcp bifrostinc/code-sync-mcp push_changes | 1 | <=2025-11-25 | 50/100 | D |
| 427 | curlmate-mcp-servers ChaitanyaVardhan/curlmate-mcp-servers convert_timefetchget_current_time+12 | 15 | <=2025-11-25 | 50/100 | D |
| 428 | debuggatha sxnnyside-project/debuggatha explain_findingget_findingget_ledger+3 | 6 | <=2025-11-25 | 50/100 | D |
| 429 | dgro_mcp xarcnovn/dgro_mcp create_casecreate_offercreate_search+15 | 18 | 2026-07-28+ | 50/100 | D |
| 430 | engram spectra-g/engram get_impact_analysisget_usage_metricsread_project_notes+1 | 4 | 2026-07-28+ | 50/100 | D |
| 431 | git-mcp kjozsa/git-mcp create_git_tagget_last_git_taglist_commits_since_last_tag+3 | 6 | <=2025-11-25 | 50/100 | D |
| 432 | gmail-mcp mundume/gmail-mcp getEmailContentlistEmailssendEmail | 3 | 2026-07-28+ | 50/100 | D |
| 433 | hica sandipan1/hica CONTACTSGMAILadd+26 | 29 | 2025-06-18+ | 50/100 | D |
| 434 | mcp-codex-dev FYZAFH/mcp-codex-dev exechealthreview+3 | 6 | 2026-07-28+ | 50/100 | D |
| 435 | mcp-daily-change-log Nisarg-Shah2302/mcp-daily-change-log add_daily_log_entryanalyze_conversationgenerate_daily_summary+3 | 6 | 2026-07-28+ | 50/100 | D |
| 436 | mcp-git-tools lileeei/mcp-git-tools git_branchesgit_loggit_reset+1 | 4 | <=2025-11-25 | 50/100 | D |
| 437 | mcp-server-plugin JetBrains/mcp-server-plugin create_new_file_with_textexecute_action_by_idfind_commit_by_message+29 | 32 | 2026-07-28+ | 50/100 | D |
| 438 | omen panbanda/omen changeschurnclones+20 | 23 | <=2025-11-25 | 50/100 | D |
| 439 | repomix-mcp 1mm0rt41PC/repomix-mcp get-file-contentget-library-docsget-repository-metadata+3 | 6 | 2026-07-28+ | 50/100 | D |
| 440 | smart-commit subhayu99/smart-commit analyze_repositoryconfigure_smart_commitgenerate_commit_message+4 | 7 | <=2025-11-25 | 50/100 | D |
| 441 | typescript-sdk integratedotdev/typescript-sdk execute_codeget_integration_typestrigger_create+6 | 9 | 2025-06-18+ | 50/100 | D |
| 442 | unity-mcp-server gino-reinke/unity-mcp-server analyze_unity_errorsbrowse_projectdelete_memory+23 | 26 | <=2025-11-25 | 50/100 | D |
| 443 | vibe-workspace toolprint/vibe-workspace analyze_conflictsbackup_configclone+27 | 30 | <=2025-11-25 | 50/100 | D |
| 444 | vibeguard rohansx/vibeguard calculate_blast_radiuscheck_auth_coveragefind_missing_sanitizers+5 | 8 | 2026-07-28+ | 50/100 | D |
| 445 | zabbix-mcp-server vjranagit/zabbix-mcp-server add_labelaggregated_searchanalyze_errors+31 | 34 | <=2025-11-25 | 50/100 | D |
| 446 | Devmind-MCP JochenYang/Devmind-MCP create_sessiondelete_contextexport_contexts+12 | 15 | 2026-07-28+ | 49/100 | F |
| 447 | HelixHub dylanjnsn02/HelixHub all_documentsappend_to_active_fileappend_to_vault_file+29 | 32 | 2026-07-28+ | 49/100 | F |
| 448 | MCP_Open RockyRocks/MCP_Open build_runfs_deletefs_edit+29 | 32 | 2026-07-28+ | 49/100 | F |
| 449 | Perenna scarletkc/Perenna memory_deletememory_readmemory_write | 3 | 2026-07-28+ | 49/100 | F |
| 450 | RepoBrain hieuchaydi/RepoBrain analyze_impactassess_ship_readinessbuild_change_context+12 | 15 | 2026-07-28+ | 49/100 | F |