Loading ToolBench
412 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 301 | github-mcp-server tangochuy/github-mcp-server add_issue_commentadd_pull_request_review_commentcreate_branch+31 | 34 | <=2025-11-25 |
| 38/100 |
| F |
| 302 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 303 | nila-ai naluinui/nila-ai github/create_issuegithub/get_issuegithub/list_issues+2 | 5 | 2025-06-18+ | 38/100 | F |
| 304 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 305 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 306 | jira-mcp scottlepp/jira-mcp jira_attachmentjira_boardjira_code_api+20 | 23 | 2026-07-28+ | 37/100 | F |
| 307 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 308 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 309 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 310 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 311 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 312 | 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 |
| 313 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 314 | AEGIS-OS Moudaxx/AEGIS-OS ai.chatfs.readkali.nmap+1 | 4 | <=2025-11-25 | 34/100 | F |
| 315 | containerinc-mcp f-inc/containerinc-mcp deploygit_setup_repogithub_authenticate+3 | 6 | 2026-07-28+ | 34/100 | F |
| 316 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 317 | github-agent Knuckles-Team/github-agent github_branchesgithub_collaboratorsgithub_comments+10 | 13 | <=2025-11-25 | 34/100 | F |
| 318 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |
| 319 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 320 | querypie-mcp-server querypie/querypie-mcp-server review.database | 1 | <=2025-11-25 | 34/100 | F |
| 321 | ruleflow efem1978/ruleflow ci.autofixci.generateci.validate+28 | 31 | 2026-07-28+ | 34/100 | F |
| 322 | stoa stoa-platform/stoa demo-federation-livedemo-federation-setupdemo-federation-test+9 | 12 | 2026-07-28+ | 34/100 | F |
| 323 | vps-kit-mcp wx233Github/vps-kit-mcp acme_installacme_issue_certcert_health_check+11 | 14 | <=2025-11-25 | 34/100 | F |
| 324 | lyra-intel nirholas/lyra-intel analyze-codebaseget-complexityget-security-issues+1 | 4 | 2026-07-28+ | 33/100 | F |
| 325 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 326 | mcp-tee-sample khpawan/mcp-tee-sample attestation_statusgithub_search_issuesquery_database+1 | 4 | 2025-06-18+ | 33/100 | F |
| 327 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 328 | anish-projects anishtallapureddy/anish-projects Azure Cosmos DBAzure SQLDatabricks+21 | 24 | 2026-07-28+ | 32/100 | F |
| 329 | devex ParthKapoor-dev/devex FetchContent | 1 | 2026-07-28+ | 32/100 | F |
| 330 | mcp-server crazyman107/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 331 | mcp-server cloudbarista/mcp-server add_issue_commentcreate_branchcreate_issue+26 | 29 | <=2025-11-25 | 32/100 | F |
| 332 | mcp-server-multi-tools TheApeMachine/mcp-server-multi-tools bulkManageAgentscreate_sprintcreate_work_items+16 | 19 | <=2025-11-25 | 32/100 | F |
| 333 | mcp-xray traceforce/mcp-xray addexec_cmdexec_proc+45 | 48 | <=2025-11-25 | 32/100 | F |
| 334 | AI-SRE-agent saikrishnaveginati/AI-SRE-agent check_recent_errorsdetect_latency_issueget_metrics+1 | 4 | 2026-07-28+ | 31/100 | F |
| 335 | DevCrew shlmt/DevCrew clone github projectrun local command | 2 | 2026-07-28+ | 31/100 | F |
| 336 | Github-mcp-server Domainrajud/Github-mcp-server add_comment_to_pending_reviewadd_issue_commentassign_copilot_to_issue+48 | 51 | 2026-07-28+ | 31/100 | F |
| 337 | gradio-github-runner neonwatty/gradio-github-runner build_and_push_image | 1 | <=2025-11-25 | 31/100 | F |
| 338 | mcpshield kellyclaudeai/mcpshield addcache gccache purge+7 | 10 | 2026-07-28+ | 31/100 | F |
| 339 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 340 | gituthub-mcp-server manygamebro/gituthub-mcp-server add_comment_to_pending_reviewadd_issue_commentadd_sub_issue+62 | 65 | 2026-07-28+ | 30/100 | F |
| 341 | operations-cli takutakahashi/operations-cli kubectlkubectl_deletekubectl_describe+8 | 11 | <=2025-11-25 | 30/100 | F |
| 342 | CommitBoy darshjain/CommitBoy clean_repo | 1 | <=2025-11-25 | 29/100 | F |
| 343 | SitePilot MUBENDIRAN/SitePilot delete_filedeploylist_files+3 | 6 | 2026-07-28+ | 29/100 | F |
| 344 | examples vouch-sh/examples | 0 | 2026-07-28+ | 29/100 | F |
| 345 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 346 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 347 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 348 | code-feedback niradler/code-feedback checkNpmDependencyTooldockerTooleditor+18 | 21 | 2026-07-28+ | 28/100 | F |
| 349 | 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 |
| 350 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |