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195 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 52 | OmoiOS kivo360/OmoiOS broadcast_message |
| 14 |
| 2026-07-28+ |
| 56/100 |
| D |
| 53 | Overleaf-mcp GhoshSrinjoy/Overleaf-mcp commit_changescreate_filedelete_file+9 | 12 | 2026-07-28+ | 56/100 | D |
| 54 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 55 | debate-hall-mcp elevanaltd/debate-hall-mcp add_turnclose_debateconsult+15 | 18 | 2026-07-28+ | 56/100 | D |
| 56 | kb-mcp moikas-code/kb-mcp analyze_codebasefind_function_callsfind_similar_code+25 | 28 | <=2025-11-25 | 56/100 | D |
| 57 | mcp-plesk-unified barateza/mcp-plesk-unified check_sync_statusdaemon_healthget_file_content+7 | 10 | <=2025-11-25 | 56/100 | D |
| 58 | mcp-server rainer85ah/mcp-server ask_question_toolclassify_toolcomplete_text_tool+12 | 15 | 2026-07-28+ | 56/100 | D |
| 59 | claudevn trueorc/claudevn claudevn_add_issuesclaudevn_add_requirementclaudevn_complete_task+11 | 14 | 2026-07-28+ | 55/100 | D |
| 60 | codenav ajacobm/codenav analyze_codebasecomplexity_analysisdependency_analysis+6 | 9 | 2026-07-28+ | 55/100 | D |
| 61 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 62 | langchain-MCP baixianger/langchain-MCP langgraph_get_checkpointlanggraph_get_runlanggraph_get_thread+6 | 9 | 2026-07-28+ | 55/100 | D |
| 63 | mcp-screenshot grahama1970/mcp-screenshot annotate_screenshotbatch_capturebatch_describe+7 | 10 | <=2025-11-25 | 55/100 | D |
| 64 | rosetta griddynamics/rosetta get_context_instructionslist_instructionsquery_instructions | 3 | <=2025-11-25 | 55/100 | D |
| 65 | arcagent araujota/arcagent cancel_bountycheck_notificationscheck_worker_status+46 | 49 | 2026-07-28+ | 54/100 | D |
| 66 | llamator-mcp-server kyle122497/llamator-mcp-server create_llamator_runget_llamator_run | 2 | 2026-07-28+ | 54/100 | D |
| 67 | repochat aryan877/repochat analyzePRgetFileContentgetRepoTree+4 | 7 | 2025-06-18+ | 54/100 | D |
| 68 | selenium-mcp rookieInTraining/selenium-mcp addCookiecaptureScreenshotclear+39 | 42 | 2026-07-28+ | 54/100 | D |
| 69 | tachibot-mcp byPawel/tachibot-mcp blog_writerdebug_triagediff_review+10 | 13 | 2026-07-28+ | 54/100 | D |
| 70 | yuque-mcp-server suonian/yuque-mcp-server create_repodelete_repoget_doc+11 | 14 | 2026-07-28+ | 54/100 | D |
| 71 | 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 |
| 72 | ast-mcp-server angrysky56/ast-mcp-server analyze_code_structureanalyze_source_fileask_uss_agent+12 | 15 | 2026-07-28+ | 53/100 | D |
| 73 | attune-ai Smart-AI-Memory/attune-ai analyze_batchbug_predictcode_review+28 | 31 | <=2025-11-25 | 53/100 | D |
| 74 | fable grooverLab/fable fable_cardsfable_filesfable_filetime+4 | 7 | 2026-07-28+ | 53/100 | D |
| 75 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 76 | rust-code-mcp molaco/rust-code-mcp index_codebase | 1 | <=2025-11-25 | 53/100 | D |
| 77 | Aletheore Aletheore/Aletheore aletheore_answeraletheore_blast_radiusaletheore_branch+29 | 32 | 2026-07-28+ | 52/100 | D |
| 78 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 79 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 80 | Glee GleeMCP/Glee glee.code_reviewglee.code_review.statusglee.config.set+9 | 12 | 2026-07-28+ | 51/100 | D |
| 81 | archy-mcp phxdev1/archy-mcp export_diagram_to_imagegenerate_diagram_from_codegenerate_diagram_from_github+5 | 8 | 2026-07-28+ | 51/100 | D |
| 82 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 83 | nexus-dev mmornati/nexus-dev ask_agentfind_callersfind_implementations+26 | 29 | <=2025-11-25 | 51/100 | D |
| 84 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 85 | stylize-mcp-server BryceEWatson/stylize-mcp-server stylize_image | 1 | 2026-07-28+ | 51/100 | D |
| 86 | MCP_CodeAnalysis 0xjcf/MCP_CodeAnalysis analyze-dependenciesanalyze-repositorycreate-session+7 | 10 | 2026-07-28+ | 50/100 | D |
| 87 | argus-mcp lokafinnsw/argus-mcp cache_statsdiagnoselist_models+3 | 6 | 2026-07-28+ | 50/100 | D |
| 88 | code-search techquestsdev/code-search find_referencesget_file_contentget_file_tree+5 | 8 | 2026-07-28+ | 50/100 | D |
| 89 | document-mcp clchinkc/document-mcp add_paragraphcreate_chaptercreate_document+28 | 31 | 2025-06-18+ | 50/100 | D |
| 90 | mcp-video-gen wheattoast11/mcp-video-gen enhance_promptgenerate_image_to_videogenerate_text_to_video+7 | 10 | 2026-07-28+ | 50/100 | D |
| 91 | muninn ravnltd/muninn muninnrecallremember+1 | 4 | <=2025-11-25 | 50/100 | D |
| 92 | omni-ai-mcp marmyx77/omni-ai-mcp ask_geminiask_modelcreate_file_store+18 | 21 | <=2025-11-25 | 50/100 | D |
| 93 | ai-docs-vector-db-hybrid-scraper BjornMelin/ai-docs-vector-db-hybrid-scraper add_documentanalyze_contentclear_cache+15 | 18 | 2025-06-18+ | 49/100 | F |
| 94 | autodocument PARS-DOE/autodocument autoreviewautotestplangenerate_documentation | 3 | <=2025-11-25 | 49/100 | F |
| 95 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 96 | mcp-on-vercel-monad YCrydev/mcp-on-vercel-monad decimal_to_hexdecode_calldatadecode_transaction+9 | 12 | <=2025-11-25 | 48/100 | F |
| 97 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 98 | tmux-claude-mcp-server michael-abdo/tmux-claude-mcp-server enhancedReadenhancedSendexecuteParallel+16 | 19 | <=2025-11-25 | 48/100 | F |
| 99 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 100 | ai-pair-programmer-mcp K4sku/ai-pair-programmer-mcp brainstormpairreview+2 | 5 | <=2025-11-25 | 47/100 | F |