Loading ToolBench
1,428 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 301 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 |
| 16 |
| <=2025-11-25 |
| 59/100 |
| D |
| 302 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 303 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 304 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 305 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 306 | 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 |
| 307 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 308 | hivemind andrewhopper/hivemind get_all_factsget_factsearch_facts+2 | 5 | 2026-07-28+ | 59/100 | D |
| 309 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 310 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 311 | lamda firerpa/lamda clickclick_by_descriptionclick_by_description_contains+31 | 34 | 2025-06-18+ | 59/100 | D |
| 312 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 313 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 314 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 315 | 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 |
| 316 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 317 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 318 | modular-patchbay VictorGjn/modular-patchbay get_knowledge_contextindex_github_repoindex_knowledge_file+3 | 6 | 2026-07-28+ | 59/100 | D |
| 319 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 320 | reactbits-mcp-server ceorkm/reactbits-mcp-server get_componentget_component_demolist_categories+2 | 5 | 2026-07-28+ | 59/100 | D |
| 321 | repo-ctx osick/repo-ctx ctx-analyzectx-architecturectx-cycles+15 | 18 | 2026-07-28+ | 59/100 | D |
| 322 | review-flow DGouron/review-flow add_actioncomplete_agentget_threads+4 | 7 | <=2025-11-25 | 59/100 | D |
| 323 | search-mcp-server krzysztofkucmierz/search-mcp-server search_mcp_servers | 1 | 2026-07-28+ | 59/100 | D |
| 324 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 325 | symgraph grahambrooks/symgraph symgraph-calleessymgraph-callerssymgraph-context+13 | 16 | <=2025-11-25 | 59/100 | D |
| 326 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 327 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 328 | wake joemckenney/wake wake_annotatewake_dumpwake_get_output+4 | 7 | 2026-07-28+ | 59/100 | D |
| 329 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 330 | EmbeDocs-MCP romiluz13/EmbeDocs-MCP mongodb-fetch-full-contextmongodb-mmr-searchmongodb-search+1 | 4 | 2026-07-28+ | 58/100 | D |
| 331 | MCPStackStudio ketanparikh1211/MCPStackStudio add_mcp_serverdelete_mcp_serverget_all+13 | 16 | 2026-07-28+ | 58/100 | D |
| 332 | Your-Claude-Code AIAnytime/Your-Claude-Code get_file_infolist_filesread_file+3 | 6 | 2026-07-28+ | 58/100 | D |
| 333 | agentbeacon adrq/agentbeacon delegaterelease | 2 | 2026-07-28+ | 58/100 | D |
| 334 | claude-team-mcp jhpark0912/claude-team-mcp add_agentadd_noteassign_task+10 | 13 | 2026-07-28+ | 58/100 | D |
| 335 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 336 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 337 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 338 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 339 | git-mimir thuongh2/git-mimir contextcypherdetect_changes+9 | 12 | <=2025-11-25 | 58/100 | D |
| 340 | github-graphql-mcp-server QuentinCody/github-graphql-mcp-server github_execute_graphql | 1 | <=2025-11-25 | 58/100 | D |
| 341 | github-mcp-server-sse yamagai/github-mcp-server-sse create_or_update_filecreate_pull_requestcreate_pull_request_review+6 | 9 | 2026-07-28+ | 58/100 | D |
| 342 | github-pr-review-mcp jamesjfoong/github-pr-review-mcp add_pr_commentanalyze_pr_codeensure_pending_review+11 | 14 | 2026-07-28+ | 58/100 | D |
| 343 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 58/100 | D |
| 344 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 345 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 346 | mcp-mcp wojtyniak/mcp-mcp find_mcp_tool | 1 | <=2025-11-25 | 58/100 | D |
| 347 | mcp-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 348 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 349 | mcp_server_poc c200bzh/mcp_server_poc browse_repoget_fileget_readme+3 | 6 | 2026-07-28+ | 58/100 | D |
| 350 | memex patravishek/memex get_contextget_decisionsget_gotchas+6 | 9 | 2026-07-28+ | 58/100 | D |