Loading ToolBench
5,631 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 4751 | EC2-MCP-Server-FastAPI Jescob47/EC2-MCP-Server-FastAPI db_assistant | 1 | <=2025-11-25 | 28/100 | F |
| 4752 | GitHub-MCP akarra23/GitHub-MCP handle_mcp_query | 1 | 2026-07-28+ | 28/100 | F |
| 4753 | GrEBI EBISPOT/GrEBI grebi_ingest_biomappingsgrebi_ingest_biostudiesgrebi_ingest_expression_atlas+15 | 18 | 2026-07-28+ | 28/100 | F |
| 4754 | Hierarchy-Multiple-LLM-with-MCP OrbLi-Betelgeuse/Hierarchy-Multiple-LLM-with-MCP generate_test_tasksrunrun_experiment+6 | 9 | <=2025-11-25 | 28/100 | F |
| 4755 | MCP-Server Rushhaabhhh/MCP-Server handleBatchMCPhandleFinanceMCPhandleGitHubMCP+3 | 6 | <=2025-11-25 | 28/100 | F |
| 4756 | QA-MCP-SERVER chandan29feb/QA-MCP-SERVER analyzeRefactoringanalyzeRepositorypredictDefects+1 | 4 | 2026-07-28+ | 28/100 | F |
| 4757 | SYMBaiEX SYMBaiEX/SYMBaiEX createCharactershouldCreateCharacter | 2 | 2026-07-28+ | 28/100 | F |
| 4758 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 4759 | 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 |
| 4760 | agentseal AgentSeal/agentseal | 0 | 2026-07-28+ | 28/100 | F |
| 4761 | autopentest-ai bhavsec/autopentest-ai | 0 | 2026-07-28+ | 28/100 | F |
| 4762 | base-builder-mcp base/base-builder-mcp BuildOnBase | 1 | 2026-07-28+ | 28/100 | F |
| 4763 | code-execution-with-mcp olaservo/code-execution-with-mcp BashEditList+5 | 8 | 2026-07-28+ | 28/100 | F |
| 4764 | code-feedback niradler/code-feedback checkNpmDependencyTooldockerTooleditor+18 | 21 | 2026-07-28+ | 28/100 | F |
| 4765 | corvid-agent CorvidLabs/corvid-agent | 0 | 2026-07-28+ | 28/100 | F |
| 4766 | ic-mcp swissyai/ic-mcp icp/actionicp/executeicp/help+1 | 4 | <=2025-11-25 | 28/100 | F |
| 4767 | jira-claude-code-integration mzd-hseokkim/jira-claude-code-integration append-review-logappend-run-logdashboard-ingest+5 | 8 | 2026-07-28+ | 28/100 | F |
| 4768 | knocoph jagonzalr/knocoph codebase_overviewexplain_impactfind_symbol+4 | 7 | 2026-07-28+ | 28/100 | F |
| 4769 | mathom stephenlacy/mathom tools/list | 1 | <=2025-11-25 | 28/100 | F |
| 4770 | mcp-chain ruliana/mcp-chain dockerechogit+3 | 6 | <=2025-11-25 | 28/100 | F |
| 4771 | mcp-gateway tf1997/mcp-gateway HTTP Tool (Dynamic) | 1 | <=2025-11-25 | 28/100 | F |
| 4772 | mcp-ollama-python pblagoje/mcp-ollama-python | 0 | 2025-06-18+ | 28/100 | F |
| 4773 | mcp-rag-ollama OlivierLAVAUD/mcp-rag-ollama analyzegeneratehealth+1 | 4 | <=2025-11-25 | 28/100 | F |
| 4774 | mcp-server-collector Go-To-Sea/mcp-server-collector get_mcpsubmitClientsubmitServer+1 | 4 | 2026-07-28+ | 28/100 | F |
| 4775 | mcp-servers adv4000/mcp-servers get_coursesget_studentsget_tables | 3 | 2026-07-28+ | 28/100 | F |
| 4776 | mcp-swagger-server zaizaizhao/mcp-swagger-server dynamic_api_tool | 1 | 2026-07-28+ | 28/100 | F |
| 4777 | memory-journal-mcp neverinfamous/memory-journal-mcp | 0 | 2025-06-18+ | 28/100 | F |
| 4778 | nestjs-starter hmake98/nestjs-starter | 0 | 2026-07-28+ | 28/100 | F |
| 4779 | postgres-mcp-server SwanHtetAungPhyo/postgres-mcp-server ddl_queryexecute_querymodify_query | 3 | 2026-07-28+ | 28/100 | F |
| 4780 | superlocalmemory qualixar/superlocalmemory contradict_assertionget_assertionslog_tool_event+5 | 8 | 2026-07-28+ | 28/100 | F |
| 4781 | valence ourochronos/valence | 0 | 2026-07-28+ | 28/100 | F |
| 4782 | McpServer sharpninja/McpServer | 0 | 2026-07-28+ | 27/100 | F |
| 4783 | VulneraMCP telmon95/VulneraMCP | 0 | 2026-07-28+ | 27/100 | F |
| 4784 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 4785 | 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 |
| 4786 | balance meddion/balance append_insightcreate_tabledescribe_table+3 | 6 | 2025-06-18+ | 27/100 | F |
| 4787 | bun_41ex kuc-arc-f/bun_41ex toolAgent3toolSampleAgent | 2 | 2026-07-28+ | 27/100 | F |
| 4788 | context-planner-ai SRafi007/context-planner-ai GET /searchGET /summaryPOST /execute+9 | 12 | 2026-07-28+ | 27/100 | F |
| 4789 | ctrlrun CTRLRun/ctrlrun tools/call | 1 | 2026-07-28+ | 27/100 | F |
| 4790 | evoAI pahulgogna/evoAI add_new_functionsearch_wiki | 2 | 2026-07-28+ | 27/100 | F |
| 4791 | gollama adistrim/gollama create_github_branchcreate_github_prget_github_issue_details+2 | 5 | <=2025-11-25 | 27/100 | F |
| 4792 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 4793 | linux-ai-setup-script tamerkaraca/linux-ai-setup-script cleanup_claude_mcpcleanup_magic_mcpcleanup_qwen_mcp+48 | 51 | 2026-07-28+ | 27/100 | F |
| 4794 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 4795 | mcp-reimagined dubfib/mcp-reimagined downloadFileforgeGradleforgeSPI+5 | 8 | 2026-07-28+ | 27/100 | F |
| 4796 | mcp-spring-ai-mcp-client chaozai0304/mcp-spring-ai-mcp-client owner_getByUserName | 1 | 2026-07-28+ | 27/100 | F |
| 4797 | memOS-MCP ApexSigma-Solutions/memOS-MCP consult_mirmirecho_messageget_concepts+11 | 14 | <=2025-11-25 | 27/100 | F |
| 4798 | nautobot-ai-ops kvncampos/nautobot-ai-ops | 0 | <=2025-11-25 | 27/100 | F |
| 4799 | neurondb neurondb/neurondb | 0 | 2026-07-28+ | 27/100 | F |
| 4800 | ollama-mcp-db robdodson/ollama-mcp-db query | 1 | 2026-07-28+ | 27/100 | F |