Loading ToolBench
1,781 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1201 | changelog-mcp metaoutfitter/changelog-mcp analyze-and-prepare-changelogchangelog-statusinitialize-project+1 | 4 | <=2025-11-25 |
| 42/100 |
| F |
| 1202 | cocoindex-code-mcp-server aanno/cocoindex-code-mcp-server code-analyzecode-embeddingshelp-keyword_syntax+3 | 6 | 2025-06-18+ | 42/100 | F |
| 1203 | codeseeker jghiringhelli/codeseeker context-optimizerdatabase-schema-analysissemantic-graph | 3 | <=2025-11-25 | 42/100 | F |
| 1204 | confluence-mcp scottlepp/confluence-mcp commentOnIssuecommitconfluence_add_label+43 | 46 | 2026-07-28+ | 42/100 | F |
| 1205 | execute-github-actions-workflow-mcp-server timrogers/execute-github-actions-workflow-mcp-server execute_github_actions_workflow | 1 | <=2025-11-25 | 42/100 | F |
| 1206 | forgecraft-mcp jghiringhelli/forgecraft-mcp forgecraftforgecraftforgecraft_actions+1 | 4 | 2026-07-28+ | 42/100 | F |
| 1207 | gh_mcp_server kousen/gh_mcp_server createBranchcreateIssuecreatePullRequest+13 | 16 | 2026-07-28+ | 42/100 | F |
| 1208 | git-pkgs longknot/git-pkgs addcheckoutclone+12 | 15 | 2026-07-28+ | 42/100 | F |
| 1209 | kiro-memory Auriti-Labs/kiro-memory add_constraintdelete_projectend_session+8 | 11 | <=2025-11-25 | 42/100 | F |
| 1210 | mcp-git-commit-generator theoklitosBam7/mcp-git-commit-generator check_git_statusgenerate_commit_message | 2 | <=2025-11-25 | 42/100 | F |
| 1211 | mcp-github-client 0xgordian/mcp-github-client get_repo_issuessearch_codesearch_repos | 3 | 2026-07-28+ | 42/100 | F |
| 1212 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 1213 | mcp-server-sse pratikshatiwari/mcp-server-sse migrate-custom-pipeline-psmigrate_prsmigrate_repo | 3 | 2026-07-28+ | 42/100 | F |
| 1214 | mcpx kwonye/mcpx echowhoami | 2 | 2026-07-28+ | 42/100 | F |
| 1215 | mock-mcp-server matarpeles/mock-mcp-server execute_nrql_queryget_backstage_entityget_backstage_entity_overlay+24 | 27 | 2026-07-28+ | 42/100 | F |
| 1216 | npm-package-docs-mcp meanands/npm-package-docs-mcp get_docs_for_npm_package | 1 | 2026-07-28+ | 42/100 | F |
| 1217 | openconductor epicmotionSD/openconductor getServers | 1 | 2026-07-28+ | 42/100 | F |
| 1218 | quri-sdk-mcp-server QunaSys/quri-sdk-mcp-server check_codeexamples_quri_algo_vmexamples_quri_parts+8 | 11 | 2026-07-28+ | 42/100 | F |
| 1219 | ssh-mcp-server mehmet21ozcelik/ssh-mcp-server ssh_execssh_get_configssh_list_allowed+1 | 4 | 2026-07-28+ | 42/100 | F |
| 1220 | teamoon JuanVilla424/teamoon auth_loginauth_logoutchat_clear+61 | 64 | 2026-07-28+ | 42/100 | F |
| 1221 | tidymodels-mcp JavOrraca/tidymodels-mcp generate_r_codeget_file_contentget_repository_content+4 | 7 | 2026-07-28+ | 42/100 | F |
| 1222 | time-complexity-mcp Luzgan/time-complexity-mcp analyze_directoryanalyze_fileanalyze_function+2 | 5 | 2026-07-28+ | 42/100 | F |
| 1223 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 1224 | CodeBuddy-MCP satwik6941/CodeBuddy-MCP execute_bashexecute_pythonlist_local_files+10 | 13 | 2026-07-28+ | 41/100 | F |
| 1225 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 1226 | GraphMemory-IDE elementalcollision/GraphMemory-IDE graph_analyzegraph_queryknowledge_cluster+7 | 10 | 2026-07-28+ | 41/100 | F |
| 1227 | Ground-Control autarchy-ai/Ground-Control cite_forwardcite_resolvecite_search+40 | 43 | 2026-07-28+ | 41/100 | F |
| 1228 | LintGate rohanvinaik/LintGate aggregate_resultsbuild_registrycheck_diff_secrets+27 | 30 | 2026-07-28+ | 41/100 | F |
| 1229 | MCP-PR-REVIEW- Himanshupvt/MCP-PR-REVIEW- create_notion_pagefetch_pr | 2 | 2026-07-28+ | 41/100 | F |
| 1230 | MCP-Server iramsk02/MCP-Server get_jira_issuelist_mifos_filesread_mifos_file+3 | 6 | 2026-07-28+ | 41/100 | F |
| 1231 | ModelContextProtocol RavishankarDuMCA10/ModelContextProtocol analyze_file_changesget_pr_templatessuggest_template | 3 | 2026-07-28+ | 41/100 | F |
| 1232 | SpecLoom kpruntov/SpecLoom loom_approveloom_assignloom_check_gate+16 | 19 | 2026-07-28+ | 41/100 | F |
| 1233 | a2a aymenfurter/a2a create_issuecreate_work_itemgetConfluencePage+2 | 5 | <=2025-11-25 | 41/100 | F |
| 1234 | celp-mcp CelpAI/celp-mcp query-databasequery-database-turbo | 2 | 2026-07-28+ | 41/100 | F |
| 1235 | codesense-mcp-server codyrao/codesense-mcp-server analyze_code_structurecreate_repo_from_zipfetch_repository+9 | 12 | 2026-07-28+ | 41/100 | F |
| 1236 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 1237 | git-context-mcp TamiShaks-2/git-context-mcp code_mapproject_statusrecent_activity+2 | 5 | 2026-07-28+ | 41/100 | F |
| 1238 | git-jira-mcp-server 1pone/git-jira-mcp-server getCurrentBranchNamegetJiraByIdgetJiraInfo | 3 | 2026-07-28+ | 41/100 | F |
| 1239 | jira-github-mcp TamarEngel/jira-github-mcp github_commit_and_pushgithub_create_branchgithub_create_pull_request+5 | 8 | 2026-07-28+ | 41/100 | F |
| 1240 | lousy-agents zpratt/lousy-agents analyze_action_versionsanalyze_instruction_qualitycreate_claude_code_web_setup+7 | 10 | 2026-07-28+ | 41/100 | F |
| 1241 | maestro mirinodev/maestro create_orchestra_memberdelete_orchestra_memberexec_in_orchestra_member+1 | 4 | 2026-07-28+ | 41/100 | F |
| 1242 | maestro camoneart/maestro create_orchestra_memberdelete_orchestra_memberexec_in_orchestra_member+1 | 4 | 2026-07-28+ | 41/100 | F |
| 1243 | mcp-bundler highlight-ing/mcp-bundler bundlerhealthv2/bundler | 3 | 2026-07-28+ | 41/100 | F |
| 1244 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 | 41/100 | F |
| 1245 | mcp-memory-keeper mkreyman/mcp-memory-keeper context_analyzecontext_batch_deletecontext_batch_save+35 | 38 | 2026-07-28+ | 41/100 | F |
| 1246 | mcp-prompts sparesparrow/mcp-prompts analyze_changed_codeanalyze_codedebug_session_start+4 | 7 | 2026-07-28+ | 41/100 | F |
| 1247 | mcp-server Jaizkibel/mcp-server get_javadocget_sourcehttp_get_request+2 | 5 | <=2025-11-25 | 41/100 | F |
| 1248 | metabase-ai-assistant enessari/metabase-ai-assistant ai_dashboard_build_fullai_relationships_suggestai_sql_execute_and_heal+28 | 31 | 2025-06-18+ | 41/100 | F |
| 1249 | my-first-mcp AkashSri28/my-first-mcp get_github_repo | 1 | 2026-07-28+ | 41/100 | F |
| 1250 | nexus-mcp R-Mabasha/nexus-mcp delegate_to_nexus | 1 | <=2025-11-25 | 41/100 | F |