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1,644 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1251 | python-run-mcp topherbc/python-run-mcp |
| 1 |
| 2026-07-28+ |
| 37/100 |
| F |
| 1252 | roland AdamMcIntosh/roland blackboard_readboard_statusbus_poll+23 | 26 | <=2025-11-25 | 37/100 | F |
| 1253 | run-mcp serverless-dna/run-mcp configdoctorinfo+2 | 5 | 2026-07-28+ | 37/100 | F |
| 1254 | soc-stack solomonneas/soc-stack deploy_cortex_mcpdeploy_dashboardsdeploy_misp_docker+28 | 31 | 2026-07-28+ | 37/100 | F |
| 1255 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 1256 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 1257 | CodeForge AnExiledDev/CodeForge config applyconfig showcontainer down+27 | 30 | 2026-07-28+ | 36/100 | F |
| 1258 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 1259 | GitDoc-MCP-Server xmfaizan/GitDoc-MCP-Server analyze_repositorycalculate_complexityexplain_code_snippet+2 | 5 | 2026-07-28+ | 36/100 | F |
| 1260 | Kaepsele ProfEngel/Kaepsele run_all_benchmarksrun_benchmark | 2 | 2026-07-28+ | 36/100 | F |
| 1261 | MCP-Github-Mapper dazeb/MCP-Github-Mapper map-github-reposet-github-token | 2 | 2026-07-28+ | 36/100 | F |
| 1262 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 1263 | MCP_Red_Team_Agent SoelMgd/MCP_Red_Team_Agent sent_request_to_mcp | 1 | 2026-07-28+ | 36/100 | F |
| 1264 | MS-Edge-MCP kbishopzz/MS-Edge-MCP copilot-edgeechogithub-issue-context | 3 | <=2025-11-25 | 36/100 | F |
| 1265 | cli true-alter/cli cosmetics_inscribeforgethealth+10 | 13 | 2026-07-28+ | 36/100 | F |
| 1266 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 1267 | forge SidCorp-co/forge conversation_transcript_searchforgeforge_agent_sessions.get+62 | 65 | 2025-06-18+ | 36/100 | F |
| 1268 | github-report-mcp sebas-baltor/github-report-mcp generate-local-reportgenerate-report | 2 | 2026-07-28+ | 36/100 | F |
| 1269 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 1270 | mcp-code-runner axliupore/mcp-code-runner run | 1 | 2026-07-28+ | 36/100 | F |
| 1271 | mcp-magic-ui idcdev/mcp-magic-ui get_all_componentsget_component_by_path | 2 | 2026-07-28+ | 36/100 | F |
| 1272 | openaq-pipeline Rafo044/openaq-pipeline command_run_all_testscommand_start_all_containersdocker_check_permissions+4 | 7 | 2026-07-28+ | 36/100 | F |
| 1273 | piper-morgan-product mediajunkie/piper-morgan-product echo | 1 | <=2025-11-25 | 36/100 | F |
| 1274 | plugin-engine-rag orchestra-mcp/plugin-engine-rag clear_indexdelete_from_indexdelete_memory+30 | 33 | 2026-07-28+ | 36/100 | F |
| 1275 | portainer-agent Knuckles-Team/portainer-agent portainer_authportainer_environment | 2 | <=2025-11-25 | 36/100 | F |
| 1276 | postman-labs arun-gupta/postman-labs BuildGraphGetContextStreamHealthCheck+4 | 7 | 2026-07-28+ | 36/100 | F |
| 1277 | sample-shopfloor-connectivity-agentic aws-samples/sample-shopfloor-connectivity-agentic generate_adapter_typesgenerate_config_templategenerate_source_template+2 | 5 | <=2025-11-25 | 36/100 | F |
| 1278 | sandbox-mcp pottekkat/sandbox-mcp dynamic_sandbox_tools | 1 | 2026-07-28+ | 36/100 | F |
| 1279 | Agentic-Engineering-Infrastructure Fractera/Agentic-Engineering-Infrastructure CodeViewImageCropperTranslationsDialog+16 | 19 | 2026-07-28+ | 35/100 | F |
| 1280 | MakeMoneyWithAI garylab/MakeMoneyWithAI convert_csv_to_readmefetch_extra_repo_detailsfetch_repositories+7 | 10 | 2026-07-28+ | 35/100 | F |
| 1281 | MarkuprPlus hashfunction/MarkuprPlus analyzeScreenshotanalyzeVideocaptureScreenshot+6 | 9 | 2026-07-28+ | 35/100 | F |
| 1282 | Morgana mdesalvo/Morgana DeclareAgentDeclareIntentDeclareTool+25 | 28 | <=2025-11-25 | 35/100 | F |
| 1283 | Respira.press-Documentation-and-Community respira-press/Respira.press-Documentation-and-Community publish-discussionswiki-validate | 2 | 2026-07-28+ | 35/100 | F |
| 1284 | Roo-Code-MCP-installer robertheadley/Roo-Code-MCP-installer configure_loggingdetect_run_commandget_config_docs+9 | 12 | <=2025-11-25 | 35/100 | F |
| 1285 | acture-mcp acture-ai/acture-mcp analyze_code_changescommit_difflinked_prs+9 | 12 | 2026-07-28+ | 35/100 | F |
| 1286 | crewai-composio-mcp-server Studio1HQ/crewai-composio-mcp-server analyze_github_repositorycreate_notion_databasefetch_github_data+2 | 5 | <=2025-11-25 | 35/100 | F |
| 1287 | github-mcp-custom idletoaster/github-mcp-custom create_issuecreate_pull_requestcreate_repository+6 | 9 | <=2025-11-25 | 35/100 | F |
| 1288 | github-mcp-server xemii43251-jpg/github-mcp-server add_comment_to_pending_reviewadd_issue_commentassign_copilot_to_issue+52 | 55 | 2026-07-28+ | 35/100 | F |
| 1289 | github-mcp-server nitishkthakur/github-mcp-server add_page_commentadd_page_labelcreate_page+9 | 12 | 2026-07-28+ | 35/100 | F |
| 1290 | gwanjong-mcp SonAIengine/gwanjong-mcp gwanjong_approvalgwanjong_assetsgwanjong_campaign+6 | 9 | <=2025-11-25 | 35/100 | F |
| 1291 | mcp-hub mebius01/mcp-hub list-modelsshow-model | 2 | 2026-07-28+ | 35/100 | F |
| 1292 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 1293 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 1294 | python-sandbox-mcp SomeHappiness/python-sandbox-mcp sandbox_execsandbox_initialize | 2 | <=2025-11-25 | 35/100 | F |
| 1295 | vsc-remote-mcp ruvnet/vsc-remote-mcp analyze_codedeploy_vscode_instanceexecute_command+8 | 11 | 2026-07-28+ | 35/100 | F |
| 1296 | AEGIS-OS Moudaxx/AEGIS-OS ai.chatfs.readkali.nmap+1 | 4 | <=2025-11-25 | 34/100 | F |
| 1297 | DIY_MCP_SERVER jashwanthpj/DIY_MCP_SERVER prompts/getresources/readtools/call | 3 | <=2025-11-25 | 34/100 | F |
| 1298 | Geny CocoRoF/Geny confluence_pageconfluence_searchconfluence_write+37 | 40 | 2026-07-28+ | 34/100 | F |
| 1299 | Next.js-Optimizer-MCP-Server GianBaeza/Next.js-Optimizer-MCP-Server analizar_archivoanalizar_repositorioconfigurar_github+3 | 6 | <=2025-11-25 | 34/100 | F |
| 1300 | claude-code-complete-setup arturo-ebuck/claude-code-complete-setup commit_changescreate-branchcreate_feature_branch+10 | 13 | <=2025-11-25 | 34/100 | F |