Loading ToolBench
51 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | rails-hyperdrive rails-hyperdrive/rails-hyperdrive describe_applist_modelslist_routes+5 | 8 | 2026-07-28+ | 79/100 |
| 2 | ai-dev-tools Lichens-Innovation/ai-dev-tools semantic-search-workspace-files | 1 | 2026-07-28+ | 78/100 | B |
| 3 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 4 | idea-reality-mcp mnemox-ai/idea-reality-mcp idea_check | 1 | 2026-07-28+ | 77/100 | B |
| 5 | agenticore The-Cloud-Clock-Work/agenticore agent_completionscancel_jobexecute_plan+6 | 9 | 2026-07-28+ | 76/100 | B |
| 6 | bothread AdamACE9/bothread cancel_handoffcheck_filesclaim_files+16 | 19 | <=2025-11-25 | 76/100 | B |
| 7 | MARM-Systems Lyellr88/MARM-Systems marm_code_contextmarm_code_lookupmarm_compaction+13 | 16 | <=2025-11-25 | 75/100 | B |
| 8 | agentpack ihorponom/agentpack attach_evidencebundle_exportbundle_import+18 | 21 | 2026-07-28+ | 75/100 | B |
| 9 | leantoken morluto/leantoken filesoutlineread+1 | 4 | <=2025-11-25 | 75/100 | B |
| 10 | spm-search-mcp detailobsessed/spm-search-mcp get_package_readmelist_search_filterssearch_swift_packages | 3 | <=2025-11-25 | 75/100 | B |
| 11 | tiger-gh-mcp-server timescale/tiger-gh-mcp-server find_reposget_issueget_pull_request+5 | 8 | 2025-06-18+ | 75/100 | B |
| 12 | utility-mcp-server realmcpservers/utility-mcp-server generate_release_notes | 1 | 2026-07-28+ | 75/100 | B |
| 13 | ai-nexus mosesy5688-cell/ai-nexus free2aitools_comparefree2aitools_explainfree2aitools_rank+2 | 5 | 2026-07-28+ | 74/100 | B |
| 14 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 15 | github-projects-mcp Lexmata/github-projects-mcp add_draft_issueadd_existing_issuecreate_field+14 | 17 | 2026-07-28+ | 74/100 | B |
| 16 | gnosis-mcp nicholasglazer/gnosis-mcp delete_docget_contextget_doc+8 | 11 | 2026-07-28+ | 74/100 | B |
| 17 | kodit helixml/kodit kodit_api_docskodit_architecture_docskodit_commit_description+12 | 15 | 2026-07-28+ | 74/100 | B |
| 18 | mcp-rust-docs-embed 0xDAEF0F/mcp-rust-docs-embed check_embed_statusembed_repoquery_embeddings | 3 | <=2025-11-25 | 74/100 | B |
| 19 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 20 | codeclone orenlab/codeclone analyze_changed_pathsanalyze_repositorycheck_patch_contract+18 | 21 | 2026-07-28+ | 73/100 | B |
| 21 | flyto-indexer flytohub/flyto-indexer auditbatch_impact_analysischeck_and_reindex+11 | 14 | 2026-07-28+ | 73/100 | B |
| 22 | mimirs TheWinci/mimirs annotateco_changecreate_checkpoint+19 | 22 | 2026-07-28+ | 73/100 | B |
| 23 | CTX halloffame12/CTX ctx_dependenciesctx_dependentsctx_project+3 | 6 | 2026-07-28+ | 72/100 | B |
| 24 | DocGraph Detective-XH/DocGraph docgraph_contextdocgraph_filesdocgraph_node+1 | 4 | 2026-07-28+ | 72/100 | B |
| 25 | SilbercueSwift Silbercue/SilbercueSwift build_run_simbuild_simclean+13 | 16 | 2026-07-28+ | 72/100 | B |
| 26 | core-memory-kit LH8PPL/core-memory-kit mk_citemk_expandmk_forget+10 | 13 | <=2025-11-25 | 72/100 | B |
| 27 | git-mcp-server cyanheads/git-mcp-server git_addgit_blamegit_branch+6 | 9 | 2025-06-18+ | 72/100 | B |
| 28 | github-mcp-server guangxiangdebizi/github-mcp-server analyze_repository_structureread_repository_file | 2 | 2026-07-28+ | 72/100 | B |
| 29 | paradigm-memory infinition/paradigm-memory memory_create_nodememory_deletememory_delete_node+22 | 25 | 2026-07-28+ | 72/100 | B |
| 30 | Graft trailhq/Graft graft_check_freshnessgraft_file_apigraft_find_all+3 | 6 | 2026-07-28+ | 71/100 | B |
| 31 | Skill_Seekers yusufkaraaslan/Skill_Seekers generate_configlist_configsvalidate_config | 3 | 2026-07-28+ | 71/100 | B |
| 32 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 33 | agent-security-scanner-mcp sinewaveai/agent-security-scanner-mcp check_packageclawproof_healthevaluate_compliance+19 | 22 | 2026-07-28+ | 71/100 | B |
| 34 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 35 | contextplus ForLoopCodes/contextplus add_interlinked_contextcreate_relationget_blast_radius+14 | 17 | <=2025-11-25 | 71/100 | B |
| 36 | fastapi-docs-mcp jaredthivener/fastapi-docs-mcp compare_fastapi_approachesget_fastapi_best_practicesget_fastapi_docs+3 | 6 | <=2025-11-25 | 71/100 | B |
| 37 | github-projectpulse-mcp alexbypa/github-projectpulse-mcp analyze_code_scanninganalyze_dependenciescheck_ci_status+4 | 7 | 2025-06-18+ | 71/100 | B |
| 38 | mcp-github-issues token-brain/mcp-github-issues add_issue_commentalivecreate_issue+9 | 12 | 2026-07-28+ | 71/100 | B |
| 39 | mcphub-api Tenormusica2024/mcphub-api get_health_historyget_serverget_usage+7 | 10 | 2026-07-28+ | 71/100 | B |
| 40 | pt-edge grahamrowe82/pt-edge aboutattack_chaincve_lookup+14 | 17 | 2026-07-28+ | 71/100 | B |
| 41 | review-ready-mcp yurukusa/review-ready-mcp check_changescheck_content | 2 | 2025-06-18+ | 71/100 | B |
| 42 | vynix-mcp UseVynix/vynix-mcp add_commentcreate_github_issuecreate_share_link+14 | 17 | 2025-06-18+ | 71/100 | B |
| 43 | workspace-metabolism metabolism-tools/workspace-metabolism wm_auditwm_cleanwm_db_check+6 | 9 | 2026-07-28+ | 71/100 | B |
| 44 | codebase-memory yuga-hashimoto/codebase-memory forgetproject_summaryrecall+2 | 5 | 2026-07-28+ | 70/100 | B |
| 45 | context-bunker-mcp tonghaoch/context-bunker-mcp find_referencesfind_symbolfind_unused_code+13 | 16 | <=2025-11-25 | 70/100 | B |
| 46 | devflow-ai being-bilal/devflow-ai chat_with_agentcreate_calendar_eventcreate_dev_task+19 | 22 | 2026-07-28+ | 70/100 | B |
| 47 | docs-mcp-server arabold/docs-mcp-server cancel_jobfetch_urlfind_version+7 | 10 | 2026-07-28+ | 70/100 | B |
| 48 | ggMCP4VSCode n2ns/ggMCP4VSCode append_file_contentcommit_changescreate_branch+38 | 41 | 2025-06-18+ | 70/100 | B |
| 49 | helios-mcp akougkas/helios-mcp export_profileget_behavioral_contextget_drift_report+4 | 7 | <=2025-11-25 | 70/100 | B |
| 50 | herald kOlapsis/herald cancel_taskcheck_taskget_diff+7 | 10 | <=2025-11-25 | 70/100 | B |