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4,351 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 3651 | unified-thinking quanticsoul4772/unified-thinking | 0 | 2026-07-28+ | 29/100 | F |
| 3652 | weixin-ai-bridge hellal08/weixin-ai-bridge AnthropicAgent.ask |
| 15 |
| 2026-07-28+ |
| 29/100 |
| F |
| 3653 | wiii meiiie/wiii tool_character_log_experiencetool_character_notetool_character_replace | 3 | 2026-07-28+ | 29/100 | F |
| 3654 | Action-Agent-BE DATN-K21/Action-Agent-BE RetrieverTooldynamic_api_tool | 2 | <=2025-11-25 | 28/100 | F |
| 3655 | AgentStack ssdeanx/AgentStack arxivbrowserToolchart-supervisor+13 | 16 | 2025-06-18+ | 28/100 | F |
| 3656 | Daemora CodeAndCanvasLabs/Daemora | 0 | 2026-07-28+ | 28/100 | F |
| 3657 | EC2-MCP-Server-FastAPI Jescob47/EC2-MCP-Server-FastAPI db_assistant | 1 | <=2025-11-25 | 28/100 | F |
| 3658 | GrEBI EBISPOT/GrEBI grebi_ingest_biomappingsgrebi_ingest_biostudiesgrebi_ingest_expression_atlas+15 | 18 | 2026-07-28+ | 28/100 | F |
| 3659 | Hierarchy-Multiple-LLM-with-MCP OrbLi-Betelgeuse/Hierarchy-Multiple-LLM-with-MCP generate_test_tasksrunrun_experiment+6 | 9 | <=2025-11-25 | 28/100 | F |
| 3660 | QA-MCP-SERVER chandan29feb/QA-MCP-SERVER analyzeRefactoringanalyzeRepositorypredictDefects+1 | 4 | 2026-07-28+ | 28/100 | F |
| 3661 | SYMBaiEX SYMBaiEX/SYMBaiEX createCharactershouldCreateCharacter | 2 | 2026-07-28+ | 28/100 | F |
| 3662 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 3663 | 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 |
| 3664 | agentseal AgentSeal/agentseal | 0 | 2026-07-28+ | 28/100 | F |
| 3665 | code-feedback niradler/code-feedback checkNpmDependencyTooldockerTooleditor+18 | 21 | 2026-07-28+ | 28/100 | F |
| 3666 | jira-claude-code-integration mzd-hseokkim/jira-claude-code-integration append-review-logappend-run-logdashboard-ingest+5 | 8 | 2026-07-28+ | 28/100 | F |
| 3667 | knocoph jagonzalr/knocoph codebase_overviewexplain_impactfind_symbol+4 | 7 | 2026-07-28+ | 28/100 | F |
| 3668 | mathom stephenlacy/mathom tools/list | 1 | <=2025-11-25 | 28/100 | F |
| 3669 | mcp-chain ruliana/mcp-chain dockerechogit+3 | 6 | <=2025-11-25 | 28/100 | F |
| 3670 | mcp-gateway tf1997/mcp-gateway HTTP Tool (Dynamic) | 1 | <=2025-11-25 | 28/100 | F |
| 3671 | mcp-ollama-python pblagoje/mcp-ollama-python | 0 | 2025-06-18+ | 28/100 | F |
| 3672 | mcp-rag-ollama OlivierLAVAUD/mcp-rag-ollama analyzegeneratehealth+1 | 4 | <=2025-11-25 | 28/100 | F |
| 3673 | mcp-servers adv4000/mcp-servers get_coursesget_studentsget_tables | 3 | 2026-07-28+ | 28/100 | F |
| 3674 | mcp-swagger-server zaizaizhao/mcp-swagger-server dynamic_api_tool | 1 | 2026-07-28+ | 28/100 | F |
| 3675 | nestjs-starter hmake98/nestjs-starter | 0 | 2026-07-28+ | 28/100 | F |
| 3676 | postgres-mcp-server SwanHtetAungPhyo/postgres-mcp-server ddl_queryexecute_querymodify_query | 3 | 2026-07-28+ | 28/100 | F |
| 3677 | superlocalmemory qualixar/superlocalmemory contradict_assertionget_assertionslog_tool_event+5 | 8 | 2026-07-28+ | 28/100 | F |
| 3678 | valence ourochronos/valence | 0 | 2026-07-28+ | 28/100 | F |
| 3679 | VulneraMCP telmon95/VulneraMCP | 0 | 2026-07-28+ | 27/100 | F |
| 3680 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 3681 | balance meddion/balance append_insightcreate_tabledescribe_table+3 | 6 | 2025-06-18+ | 27/100 | F |
| 3682 | bun_41ex kuc-arc-f/bun_41ex toolAgent3toolSampleAgent | 2 | 2026-07-28+ | 27/100 | F |
| 3683 | context-planner-ai SRafi007/context-planner-ai GET /searchGET /summaryPOST /execute+9 | 12 | 2026-07-28+ | 27/100 | F |
| 3684 | ctrlrun CTRLRun/ctrlrun tools/call | 1 | 2026-07-28+ | 27/100 | F |
| 3685 | evoAI pahulgogna/evoAI add_new_functionsearch_wiki | 2 | 2026-07-28+ | 27/100 | F |
| 3686 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 3687 | mcp-manager Govinda-Fichtner/mcp-manager confighealthhelp+5 | 8 | <=2025-11-25 | 27/100 | F |
| 3688 | memOS-MCP ApexSigma-Solutions/memOS-MCP consult_mirmirecho_messageget_concepts+11 | 14 | <=2025-11-25 | 27/100 | F |
| 3689 | nautobot-ai-ops kvncampos/nautobot-ai-ops | 0 | <=2025-11-25 | 27/100 | F |
| 3690 | neurondb neurondb/neurondb | 0 | 2026-07-28+ | 27/100 | F |
| 3691 | ollama-mcp-db robdodson/ollama-mcp-db query | 1 | 2026-07-28+ | 27/100 | F |
| 3692 | opsera-devsecops opsera-agents/opsera-devsecops mcp__plugin_opsera-devsecops_opsera__report-telemetrymcp__plugin_opsera-devsecops_opsera__security-scan | 2 | 2026-07-28+ | 27/100 | F |
| 3693 | postgres-temporal-mcp martinko-na/postgres-temporal-mcp compare_versionsdisable_temporal_trackingenable_temporal_tracking+5 | 8 | 2026-07-28+ | 27/100 | F |
| 3694 | project-thoth acertainKnight/project-thoth agentic_research_questionsend_message_to_agent_and_wait_for_replysend_message_to_agent_async | 3 | 2026-07-28+ | 27/100 | F |
| 3695 | pypkg-audit-ptc-agent shuknk8s/pypkg-audit-ptc-agent get_dependency_infoget_exploit_probabilityget_package_metadata+4 | 7 | <=2025-11-25 | 27/100 | F |
| 3696 | sanctuary-framework eriknewton/sanctuary-framework sanctuary_active_protectionssanctuary_audit_searchsanctuary_capabilities+10 | 13 | 2026-07-28+ | 27/100 | F |
| 3697 | server agentmode/server database_query_{connection_name}dynamic_tool_or_resource | 2 | <=2025-11-25 | 27/100 | F |
| 3698 | shell-mcp deemkeen/shell-mcp additioncalculate_bmiduck_duck_go_searcher+4 | 7 | <=2025-11-25 | 27/100 | F |
| 3699 | soat ttoss/soat computeToolCallDedupKeyemitClientToolReHandoffgatePendingClientTools+6 | 9 | 2026-07-28+ | 27/100 | F |
| 3700 | webex-go-mcp tejzpr/webex-go-mcp meetings_createmeetings_deletemeetings_get+39 | 42 | <=2025-11-25 | 27/100 | F |