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5,299 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 4451 | xiaozhi-esp32-server-java joey-zhou/xiaozhi-esp32-server-java func_changeRolefunc_exitSessionfunc_new_chat+2 | 5 | 2026-07-28+ |
| 29/100 |
| F |
| 4452 | Action-Agent-BE DATN-K21/Action-Agent-BE RetrieverTooldynamic_api_tool | 2 | <=2025-11-25 | 28/100 | F |
| 4453 | AgentStack ssdeanx/AgentStack arxivbrowserToolchart-supervisor+13 | 16 | 2025-06-18+ | 28/100 | F |
| 4454 | EC2-MCP-Server-FastAPI Jescob47/EC2-MCP-Server-FastAPI db_assistant | 1 | <=2025-11-25 | 28/100 | F |
| 4455 | GitHub-MCP akarra23/GitHub-MCP handle_mcp_query | 1 | 2026-07-28+ | 28/100 | F |
| 4456 | GrEBI EBISPOT/GrEBI grebi_ingest_biomappingsgrebi_ingest_biostudiesgrebi_ingest_expression_atlas+15 | 18 | 2026-07-28+ | 28/100 | F |
| 4457 | Hierarchy-Multiple-LLM-with-MCP OrbLi-Betelgeuse/Hierarchy-Multiple-LLM-with-MCP generate_test_tasksrunrun_experiment+6 | 9 | <=2025-11-25 | 28/100 | F |
| 4458 | MCP-Server Rushhaabhhh/MCP-Server handleBatchMCPhandleFinanceMCPhandleGitHubMCP+3 | 6 | <=2025-11-25 | 28/100 | F |
| 4459 | SYMBaiEX SYMBaiEX/SYMBaiEX createCharactershouldCreateCharacter | 2 | 2026-07-28+ | 28/100 | F |
| 4460 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 4461 | Tunisia-AI-Uni-Tour-2026-Agentic-AI-Workflows-on-Google-Vertex-AI-Workshops-Series MortadhaMannai/Tunisia-AI-Uni-Tour-2026-Agentic-AI-Workflows-on-Google-Vertex-AI-Workshops-Series call_llmcreate_planexecute_action+6 | 9 | 2026-07-28+ | 28/100 | F |
| 4462 | agentseal AgentSeal/agentseal | 0 | 2026-07-28+ | 28/100 | F |
| 4463 | base-builder-mcp base/base-builder-mcp BuildOnBase | 1 | 2026-07-28+ | 28/100 | F |
| 4464 | code-execution-with-mcp olaservo/code-execution-with-mcp BashEditList+5 | 8 | 2026-07-28+ | 28/100 | F |
| 4465 | code-feedback niradler/code-feedback checkNpmDependencyTooldockerTooleditor+18 | 21 | 2026-07-28+ | 28/100 | F |
| 4466 | corvid-agent CorvidLabs/corvid-agent | 0 | 2026-07-28+ | 28/100 | F |
| 4467 | customMcpServers fqiaoming/customMcpServers influxdb_querymysql_executemysql_query+9 | 12 | 2026-07-28+ | 28/100 | F |
| 4468 | database-tools elber-code/database-tools mysql | 1 | 2026-07-28+ | 28/100 | F |
| 4469 | ic-mcp swissyai/ic-mcp icp/actionicp/executeicp/help+1 | 4 | <=2025-11-25 | 28/100 | F |
| 4470 | knocoph jagonzalr/knocoph codebase_overviewexplain_impactfind_symbol+4 | 7 | 2026-07-28+ | 28/100 | F |
| 4471 | mathom stephenlacy/mathom tools/list | 1 | <=2025-11-25 | 28/100 | F |
| 4472 | mcp-chain ruliana/mcp-chain dockerechogit+3 | 6 | <=2025-11-25 | 28/100 | F |
| 4473 | mcp-gateway tf1997/mcp-gateway HTTP Tool (Dynamic) | 1 | <=2025-11-25 | 28/100 | F |
| 4474 | mcp-ollama-python pblagoje/mcp-ollama-python | 0 | 2025-06-18+ | 28/100 | F |
| 4475 | mcp-rag-ollama OlivierLAVAUD/mcp-rag-ollama analyzegeneratehealth+1 | 4 | <=2025-11-25 | 28/100 | F |
| 4476 | mcp-server-collector Go-To-Sea/mcp-server-collector get_mcpsubmitClientsubmitServer+1 | 4 | 2026-07-28+ | 28/100 | F |
| 4477 | mcp-servers adv4000/mcp-servers get_coursesget_studentsget_tables | 3 | 2026-07-28+ | 28/100 | F |
| 4478 | mcp-swagger-server zaizaizhao/mcp-swagger-server dynamic_api_tool | 1 | 2026-07-28+ | 28/100 | F |
| 4479 | memory-journal-mcp neverinfamous/memory-journal-mcp | 0 | 2025-06-18+ | 28/100 | F |
| 4480 | nestjs-starter hmake98/nestjs-starter | 0 | 2026-07-28+ | 28/100 | F |
| 4481 | postgres-mcp-server SwanHtetAungPhyo/postgres-mcp-server ddl_queryexecute_querymodify_query | 3 | 2026-07-28+ | 28/100 | F |
| 4482 | superlocalmemory qualixar/superlocalmemory contradict_assertionget_assertionslog_tool_event+5 | 8 | 2026-07-28+ | 28/100 | F |
| 4483 | valence ourochronos/valence | 0 | 2026-07-28+ | 28/100 | F |
| 4484 | McpServer sharpninja/McpServer | 0 | 2026-07-28+ | 27/100 | F |
| 4485 | VulneraMCP telmon95/VulneraMCP | 0 | 2026-07-28+ | 27/100 | F |
| 4486 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 4487 | 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 |
| 4488 | balance meddion/balance append_insightcreate_tabledescribe_table+3 | 6 | 2025-06-18+ | 27/100 | F |
| 4489 | bun_41ex kuc-arc-f/bun_41ex toolAgent3toolSampleAgent | 2 | 2026-07-28+ | 27/100 | F |
| 4490 | context-planner-ai SRafi007/context-planner-ai GET /searchGET /summaryPOST /execute+9 | 12 | 2026-07-28+ | 27/100 | F |
| 4491 | ctrlrun CTRLRun/ctrlrun tools/call | 1 | 2026-07-28+ | 27/100 | F |
| 4492 | evoAI pahulgogna/evoAI add_new_functionsearch_wiki | 2 | 2026-07-28+ | 27/100 | F |
| 4493 | gollama adistrim/gollama create_github_branchcreate_github_prget_github_issue_details+2 | 5 | <=2025-11-25 | 27/100 | F |
| 4494 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 4495 | linux-ai-setup-script tamerkaraca/linux-ai-setup-script cleanup_claude_mcpcleanup_magic_mcpcleanup_qwen_mcp+48 | 51 | 2026-07-28+ | 27/100 | F |
| 4496 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 4497 | mcp-manager Govinda-Fichtner/mcp-manager confighealthhelp+5 | 8 | <=2025-11-25 | 27/100 | F |
| 4498 | mcp-reimagined dubfib/mcp-reimagined downloadFileforgeGradleforgeSPI+5 | 8 | 2026-07-28+ | 27/100 | F |
| 4499 | mcp-spring-ai-mcp-client chaozai0304/mcp-spring-ai-mcp-client owner_getByUserName | 1 | 2026-07-28+ | 27/100 | F |
| 4500 | memOS-MCP ApexSigma-Solutions/memOS-MCP consult_mirmirecho_messageget_concepts+11 | 14 | <=2025-11-25 | 27/100 | F |