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56 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 2 |
| mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities |
| 2 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | mcp-solver szeider/mcp-solver adddividemultiply+7 | 10 | 2025-06-18+ | 59/100 | D |
| 4 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 5 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 6 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 7 | any-docs-mcp jusedit/any-docs-mcp add_docs_to_projectlist_docslist_project_docs+3 | 6 | 2026-07-28+ | 58/100 | D |
| 8 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 9 | CodeConversationsMCP waleedf/CodeConversationsMCP call_external_model | 1 | 2026-07-28+ | 57/100 | D |
| 10 | SCAPO czero-cc/SCAPO get_best_practicesget_recommended_modelslist_models+1 | 4 | 2026-07-28+ | 57/100 | D |
| 11 | design-system-mcp dobryakov/design-system-mcp get_componentget_design_systemget_patterns+2 | 5 | <=2025-11-25 | 57/100 | D |
| 12 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 13 | inalign Intellirim/inalign analyze_projectestimate_costgenerate_system_prompt+4 | 7 | 2026-07-28+ | 57/100 | D |
| 14 | mcp-gateway Forge-Space/mcp-gateway add_patterncompare_specialistsdelete_pattern+7 | 10 | 2026-07-28+ | 57/100 | D |
| 15 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 16 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 17 | Overleaf-mcp GhoshSrinjoy/Overleaf-mcp commit_changescreate_filedelete_file+9 | 12 | 2026-07-28+ | 56/100 | D |
| 18 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 19 | debate-hall-mcp elevanaltd/debate-hall-mcp add_turnclose_debateconsult+15 | 18 | 2026-07-28+ | 56/100 | D |
| 20 | kb-mcp moikas-code/kb-mcp analyze_codebasefind_function_callsfind_similar_code+25 | 28 | <=2025-11-25 | 56/100 | D |
| 21 | mcp-plesk-unified barateza/mcp-plesk-unified check_sync_statusdaemon_healthget_file_content+7 | 10 | <=2025-11-25 | 56/100 | D |
| 22 | mcp-server rainer85ah/mcp-server ask_question_toolclassify_toolcomplete_text_tool+12 | 15 | 2026-07-28+ | 56/100 | D |
| 23 | claudevn trueorc/claudevn claudevn_add_issuesclaudevn_add_requirementclaudevn_complete_task+11 | 14 | 2026-07-28+ | 55/100 | D |
| 24 | codenav ajacobm/codenav analyze_codebasecomplexity_analysisdependency_analysis+6 | 9 | 2026-07-28+ | 55/100 | D |
| 25 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 26 | langchain-MCP baixianger/langchain-MCP langgraph_get_checkpointlanggraph_get_runlanggraph_get_thread+6 | 9 | 2026-07-28+ | 55/100 | D |
| 27 | mcp-screenshot grahama1970/mcp-screenshot annotate_screenshotbatch_capturebatch_describe+7 | 10 | <=2025-11-25 | 55/100 | D |
| 28 | rosetta griddynamics/rosetta get_context_instructionslist_instructionsquery_instructions | 3 | <=2025-11-25 | 55/100 | D |
| 29 | arcagent araujota/arcagent cancel_bountycheck_notificationscheck_worker_status+46 | 49 | 2026-07-28+ | 54/100 | D |
| 30 | llamator-mcp-server kyle122497/llamator-mcp-server create_llamator_runget_llamator_run | 2 | 2026-07-28+ | 54/100 | D |
| 31 | repochat aryan877/repochat analyzePRgetFileContentgetRepoTree+4 | 7 | 2025-06-18+ | 54/100 | D |
| 32 | selenium-mcp rookieInTraining/selenium-mcp addCookiecaptureScreenshotclear+39 | 42 | 2026-07-28+ | 54/100 | D |
| 33 | tachibot-mcp byPawel/tachibot-mcp blog_writerdebug_triagediff_review+10 | 13 | 2026-07-28+ | 54/100 | D |
| 34 | yuque-mcp-server suonian/yuque-mcp-server create_repodelete_repoget_doc+11 | 14 | 2026-07-28+ | 54/100 | D |
| 35 | RLM-Memory-MCP-Server jumpino27/RLM-Memory-MCP-Server rlm_create_memoryrlm_find_files_by_intentrlm_index_codebase+8 | 11 | 2026-07-28+ | 53/100 | D |
| 36 | ast-mcp-server angrysky56/ast-mcp-server analyze_code_structureanalyze_source_fileask_uss_agent+12 | 15 | 2026-07-28+ | 53/100 | D |
| 37 | attune-ai Smart-AI-Memory/attune-ai analyze_batchbug_predictcode_review+28 | 31 | <=2025-11-25 | 53/100 | D |
| 38 | fable grooverLab/fable fable_cardsfable_filesfable_filetime+4 | 7 | 2026-07-28+ | 53/100 | D |
| 39 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 40 | rust-code-mcp molaco/rust-code-mcp index_codebase | 1 | <=2025-11-25 | 53/100 | D |
| 41 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 42 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 43 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 44 | Glee GleeMCP/Glee glee.code_reviewglee.code_review.statusglee.config.set+9 | 12 | 2026-07-28+ | 51/100 | D |
| 45 | archy-mcp phxdev1/archy-mcp export_diagram_to_imagegenerate_diagram_from_codegenerate_diagram_from_github+5 | 8 | 2026-07-28+ | 51/100 | D |
| 46 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 47 | nexus-dev mmornati/nexus-dev ask_agentfind_callersfind_implementations+26 | 29 | <=2025-11-25 | 51/100 | D |
| 48 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 49 | stylize-mcp-server BryceEWatson/stylize-mcp-server stylize_image | 1 | 2026-07-28+ | 51/100 | D |
| 50 | MCP_CodeAnalysis 0xjcf/MCP_CodeAnalysis analyze-dependenciesanalyze-repositorycreate-session+7 | 10 | 2026-07-28+ | 50/100 | D |