Loading ToolBench
1,251 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 201 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 |
| 37 |
| 2026-07-28+ |
| 60/100 |
| C |
| 202 | mcp-github-app-auth legido-ai/mcp-github-app-auth get_token | 1 | <=2025-11-25 | 60/100 | C |
| 203 | mcp-server-github kogunlowo123/mcp-server-github create_branchcreate_issueget_file_contents+5 | 8 | 2026-07-28+ | 60/100 | C |
| 204 | mcp-server-github-actions ofershap/mcp-server-github-actions cancel_runget_runget_run_logs+6 | 9 | 2026-07-28+ | 60/100 | C |
| 205 | mermaid-mcp-server GittyBurstein/mermaid-mcp-server list_filesread_filerender_mermaid | 3 | 2026-07-28+ | 60/100 | C |
| 206 | metalsmith-plugin-mcp-server wernerglinka/metalsmith-plugin-mcp-server audit-pluginconfigsdiff-template+7 | 10 | 2026-07-28+ | 60/100 | C |
| 207 | node-code-sandbox-mcp alfonsograziano/node-code-sandbox-mcp get_dependency_typesrun_jsrun_js_ephemeral+4 | 7 | <=2025-11-25 | 60/100 | C |
| 208 | omnigit-mcp aifity/omnigit-mcp get_meget_team_membersget_teams+4 | 7 | 2026-07-28+ | 60/100 | C |
| 209 | pipecat-code-mcp-server vr000m/pipecat-code-mcp-server check_deprecationget_code_snippetget_doc+5 | 8 | 2026-07-28+ | 60/100 | C |
| 210 | pipecat-context-hub pipecat-ai/pipecat-context-hub check_deprecationget_code_snippetget_doc+5 | 8 | 2026-07-28+ | 60/100 | C |
| 211 | qa-mcp-server DwonnG/qa-mcp-server qa_add_commentqa_check_dependabot_alertsqa_check_lambda_deployment+19 | 22 | <=2025-11-25 | 60/100 | C |
| 212 | replen replenhq/replen replen_capture_insightreplen_cartreplen_handoff+12 | 15 | 2026-07-28+ | 60/100 | C |
| 213 | skillsmp-mcp-lite boyonglin/skillsmp-mcp-lite skillsmp_ai_search_skillsskillsmp_read_skillskillsmp_search_skills | 3 | 2026-07-28+ | 60/100 | C |
| 214 | swift-mcp-server gzaal/swift-mcp-server apple_docs_populateapple_docs_searchapple_docsets_import+14 | 17 | 2026-07-28+ | 60/100 | C |
| 215 | sysmetrics-mcp raythurman2386/sysmetrics-mcp get_alertsget_cpu_metricsget_disk_io_metrics+16 | 19 | 2026-07-28+ | 60/100 | C |
| 216 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 217 | zig-mcp-server openSVM/zig-mcp-server analyze_build_zigestimate_compute_unitsgenerate_build_zig+4 | 7 | <=2025-11-25 | 60/100 | C |
| 218 | Github-MCP-Server mymadhavyadav07/Github-MCP-Server create_github_issuecreate_pull_request_with_branchget_file_content+2 | 5 | 2026-07-28+ | 59/100 | D |
| 219 | MCP-Server-Docker minopeef/MCP-Server-Docker build_imagecreate_containercreate_network+16 | 19 | <=2025-11-25 | 59/100 | D |
| 220 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 221 | astllm-mcp tluyben/astllm-mcp get_file_outlineget_file_treeget_repo_outline+8 | 11 | <=2025-11-25 | 59/100 | D |
| 222 | claude-code-tool-manager tylergraydev/claude-code-tool-manager assign_mcp_to_projectcall_mcp_toolcreate_hook+26 | 29 | <=2025-11-25 | 59/100 | D |
| 223 | claude-oracle-mcp Vvkmnn/claude-oracle-mcp browsesearchsources | 3 | 2026-07-28+ | 59/100 | D |
| 224 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 225 | code-sandbox-mcp timlikesai/code-sandbox-mcp execute_codereset_sessionvalidate_code | 3 | 2026-07-28+ | 59/100 | D |
| 226 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 227 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 228 | dotnet-docker-kali-mcp-server timsonner/dotnet-docker-kali-mcp-server kali-container-restartkali-container-statuskali-container-stop+1 | 4 | <=2025-11-25 | 59/100 | D |
| 229 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 230 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 231 | gitingest-cf-remote-mcp-server un1tz3r0/gitingest-cf-remote-mcp-server analyze_code_filesget_repo_docsget_repo_structure+1 | 4 | 2026-07-28+ | 59/100 | D |
| 232 | go-docker-images-mcp takanoriyanagitani/go-docker-images-mcp images | 1 | 2026-07-28+ | 59/100 | D |
| 233 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 234 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 235 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 236 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 237 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 238 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 239 | mcp-github-projects taylor-lindores-reeves/mcp-github-projects add-project-draft-issueadd-project-item-by-idarchive-project-item+22 | 25 | 2026-07-28+ | 59/100 | D |
| 240 | modular-patchbay VictorGjn/modular-patchbay get_knowledge_contextindex_github_repoindex_knowledge_file+3 | 6 | 2026-07-28+ | 59/100 | D |
| 241 | plugin-devtools-docker orchestra-mcp/plugin-devtools-docker docker_compose_downdocker_compose_updocker_exec+7 | 10 | 2026-07-28+ | 59/100 | D |
| 242 | reactbits-mcp-server ceorkm/reactbits-mcp-server get_componentget_component_demolist_categories+2 | 5 | 2026-07-28+ | 59/100 | D |
| 243 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 244 | review-flow DGouron/review-flow add_actioncomplete_agentget_threads+4 | 7 | <=2025-11-25 | 59/100 | D |
| 245 | sandy jamestelfer/sandy primesandy_checksandy_create_session+3 | 6 | <=2025-11-25 | 59/100 | D |
| 246 | search-mcp-server krzysztofkucmierz/search-mcp-server search_mcp_servers | 1 | 2026-07-28+ | 59/100 | D |
| 247 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 248 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 249 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 250 | EmbeDocs-MCP romiluz13/EmbeDocs-MCP mongodb-fetch-full-contextmongodb-mmr-searchmongodb-search+1 | 4 | 2026-07-28+ | 58/100 | D |