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6,211 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 5251 | xiaozhi-esp32-server-java joey-zhou/xiaozhi-esp32-server-java func_changeRolefunc_exitSessionfunc_new_chat |
| 5 |
| 2026-07-28+ |
| 29/100 |
| F |
| 5252 | Action-Agent-BE DATN-K21/Action-Agent-BE RetrieverTooldynamic_api_tool | 2 | <=2025-11-25 | 28/100 | F |
| 5253 | AgentStack ssdeanx/AgentStack arxivbrowserToolchart-supervisor+13 | 16 | 2025-06-18+ | 28/100 | F |
| 5254 | Daemora CodeAndCanvasLabs/Daemora | 0 | 2026-07-28+ | 28/100 | F |
| 5255 | EC2-MCP-Server-FastAPI Jescob47/EC2-MCP-Server-FastAPI db_assistant | 1 | <=2025-11-25 | 28/100 | F |
| 5256 | GitHub-MCP akarra23/GitHub-MCP handle_mcp_query | 1 | 2026-07-28+ | 28/100 | F |
| 5257 | GrEBI EBISPOT/GrEBI grebi_ingest_biomappingsgrebi_ingest_biostudiesgrebi_ingest_expression_atlas+15 | 18 | 2026-07-28+ | 28/100 | F |
| 5258 | MCP-Agent-Template bigshark002/MCP-Agent-Template askget_docingest_file+3 | 6 | 2026-07-28+ | 28/100 | F |
| 5259 | MCP-Server Rushhaabhhh/MCP-Server handleBatchMCPhandleFinanceMCPhandleGitHubMCP+3 | 6 | <=2025-11-25 | 28/100 | F |
| 5260 | QA-MCP-SERVER chandan29feb/QA-MCP-SERVER analyzeRefactoringanalyzeRepositorypredictDefects+1 | 4 | 2026-07-28+ | 28/100 | F |
| 5261 | SYMBaiEX SYMBaiEX/SYMBaiEX createCharactershouldCreateCharacter | 2 | 2026-07-28+ | 28/100 | F |
| 5262 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 5263 | agentseal AgentSeal/agentseal | 0 | 2026-07-28+ | 28/100 | F |
| 5264 | ai-dev-lab haz3141/ai-dev-lab check_filecheck_gateslist_directory+5 | 8 | <=2025-11-25 | 28/100 | F |
| 5265 | aibridge coder/aibridge ask_question | 1 | 2026-07-28+ | 28/100 | F |
| 5266 | base-builder-mcp base/base-builder-mcp BuildOnBase | 1 | 2026-07-28+ | 28/100 | F |
| 5267 | code-execution-with-mcp olaservo/code-execution-with-mcp BashEditList+5 | 8 | 2026-07-28+ | 28/100 | F |
| 5268 | code-feedback niradler/code-feedback checkNpmDependencyTooldockerTooleditor+18 | 21 | 2026-07-28+ | 28/100 | F |
| 5269 | corvid-agent CorvidLabs/corvid-agent | 0 | 2026-07-28+ | 28/100 | F |
| 5270 | customMcpServers fqiaoming/customMcpServers influxdb_querymysql_executemysql_query+9 | 12 | 2026-07-28+ | 28/100 | F |
| 5271 | database-tools elber-code/database-tools mysql | 1 | 2026-07-28+ | 28/100 | F |
| 5272 | ic-mcp swissyai/ic-mcp icp/actionicp/executeicp/help+1 | 4 | <=2025-11-25 | 28/100 | F |
| 5273 | jira-claude-code-integration mzd-hseokkim/jira-claude-code-integration append-review-logappend-run-logdashboard-ingest+5 | 8 | 2026-07-28+ | 28/100 | F |
| 5274 | knocoph jagonzalr/knocoph codebase_overviewexplain_impactfind_symbol+4 | 7 | 2026-07-28+ | 28/100 | F |
| 5275 | mathom stephenlacy/mathom tools/list | 1 | <=2025-11-25 | 28/100 | F |
| 5276 | mcp-chain ruliana/mcp-chain dockerechogit+3 | 6 | <=2025-11-25 | 28/100 | F |
| 5277 | mcp-gateway tf1997/mcp-gateway HTTP Tool (Dynamic) | 1 | <=2025-11-25 | 28/100 | F |
| 5278 | mcp-server-collector Go-To-Sea/mcp-server-collector get_mcpsubmitClientsubmitServer+1 | 4 | 2026-07-28+ | 28/100 | F |
| 5279 | mcp-servers adv4000/mcp-servers get_coursesget_studentsget_tables | 3 | 2026-07-28+ | 28/100 | F |
| 5280 | mcp-swagger-server zaizaizhao/mcp-swagger-server dynamic_api_tool | 1 | 2026-07-28+ | 28/100 | F |
| 5281 | memory-journal-mcp neverinfamous/memory-journal-mcp | 0 | 2025-06-18+ | 28/100 | F |
| 5282 | nestjs-starter hmake98/nestjs-starter | 0 | 2026-07-28+ | 28/100 | F |
| 5283 | postgres-mcp-server SwanHtetAungPhyo/postgres-mcp-server ddl_queryexecute_querymodify_query | 3 | 2026-07-28+ | 28/100 | F |
| 5284 | superlocalmemory qualixar/superlocalmemory contradict_assertionget_assertionslog_tool_event+5 | 8 | 2026-07-28+ | 28/100 | F |
| 5285 | valence ourochronos/valence | 0 | 2026-07-28+ | 28/100 | F |
| 5286 | Lichtblick Ashish-Soni08/Lichtblick sentence_translation_and_analysisvocabulary_extraction | 2 | <=2025-11-25 | 27/100 | F |
| 5287 | McpServer sharpninja/McpServer | 0 | 2026-07-28+ | 27/100 | F |
| 5288 | NFTIAI Axarb/NFTIAI chat | 1 | 2026-07-28+ | 27/100 | F |
| 5289 | Talk-to-Your-Slides KyuDan1/Talk-to-Your-Slides ApplierLLMModuleManualKnowledgeBase+9 | 12 | <=2025-11-25 | 27/100 | F |
| 5290 | VulneraMCP telmon95/VulneraMCP | 0 | 2026-07-28+ | 27/100 | F |
| 5291 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 5292 | ai-agent-mcp-server peterbartahu/ai-agent-mcp-server answersquestionssummary | 3 | 2026-07-28+ | 27/100 | F |
| 5293 | ai-commit-notifier-mcp-server canertunc/ai-commit-notifier-mcp-server ai_commit_notifier_toolfetch_commit_info_tool | 2 | <=2025-11-25 | 27/100 | F |
| 5294 | balance meddion/balance append_insightcreate_tabledescribe_table+3 | 6 | 2025-06-18+ | 27/100 | F |
| 5295 | bun_41ex kuc-arc-f/bun_41ex toolAgent3toolSampleAgent | 2 | 2026-07-28+ | 27/100 | F |
| 5296 | ctrlrun CTRLRun/ctrlrun tools/call | 1 | 2026-07-28+ | 27/100 | F |
| 5297 | document-photo-to-text-ai IdrissaMaiga/document-photo-to-text-ai clearCacheextractYouTubeIdgetCacheStats+8 | 11 | 2026-07-28+ | 27/100 | F |
| 5298 | gollama adistrim/gollama create_github_branchcreate_github_prget_github_issue_details+2 | 5 | <=2025-11-25 | 27/100 | F |
| 5299 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 5300 | linux-ai-setup-script tamerkaraca/linux-ai-setup-script cleanup_claude_mcpcleanup_magic_mcpcleanup_qwen_mcp+48 | 51 | 2026-07-28+ | 27/100 | F |