Loading ToolBench
89 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Lynkr Fast-Editor/Lynkr BashEditGlob+8 | 11 | <=2025-11-25 | 76/100 | B |
| 2 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_history |
| 22 |
| <=2025-11-25 |
| 71/100 |
| B |
| 3 | eval-view hidai25/eval-view create_testrun_checkrun_snapshot | 3 | 2026-07-28+ | 69/100 | C |
| 4 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 5 | sandbox-mcp ghostwriternr/sandbox-mcp opencode_get_resultopencode_list_runsopencode_run_task | 3 | 2026-07-28+ | 68/100 | C |
| 6 | prompt-engineer-mcp-server hireshBrem/prompt-engineer-mcp-server rewrite_coding_prompt | 1 | 2026-07-28+ | 67/100 | C |
| 7 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 8 | gnosys-mcp proticom/gnosys-mcp gnosys_addgnosys_archivegnosys_ask+24 | 27 | 2026-07-28+ | 65/100 | C |
| 9 | mcp-evals wolfeidau/mcp-evals addechoget_current_time+3 | 6 | 2026-07-28+ | 65/100 | C |
| 10 | mcp-vision-bridge KuaaMU/mcp-vision-bridge analyze_image | 1 | 2026-07-28+ | 65/100 | C |
| 11 | greybeard btotharye/greybeard coach_communicationlist_packsreview_decision+1 | 4 | 2026-07-28+ | 64/100 | C |
| 12 | openclaw-hub openclaw-community/openclaw-hub add_servercreate_completioncreate_issue+25 | 28 | <=2025-11-25 | 64/100 | C |
| 13 | mcp-code-review-server crazyrabbitLTC/mcp-code-review-server analyze_repocode_review | 2 | 2026-07-28+ | 63/100 | C |
| 14 | sandbox-mcp mattzcarey/sandbox-mcp opencode_get_resultopencode_list_runsopencode_run_task | 3 | 2026-07-28+ | 62/100 | C |
| 15 | keephive joryeugene/keephive hive_audithive_knowledgehive_log+5 | 8 | 2026-07-28+ | 60/100 | C |
| 16 | op-injection-scanner ethereum-optimism/op-injection-scanner scan_url | 1 | 2026-07-28+ | 60/100 | C |
| 17 | memory-mcp yuvalsuede/memory-mcp memory_askmemory_consciousnessmemory_consolidate+7 | 10 | 2026-07-28+ | 59/100 | D |
| 18 | spectr Meliwat/spectr generate_spec | 1 | <=2025-11-25 | 59/100 | D |
| 19 | design-mcp chrismicah/design-mcp get_behavioral_patternget_design_blueprintget_design_taxonomy+2 | 5 | 2026-07-28+ | 58/100 | D |
| 20 | plugin-tools-agentops orchestra-mcp/plugin-tools-agentops check_budgetconnect_claude_code_accountcreate_account+6 | 9 | 2026-07-28+ | 58/100 | D |
| 21 | test-genie-mcp MUSE-CODE-SPACE/test-genie-mcp analyze_app_structureanalyze_performanceanalyze_project+18 | 21 | 2026-07-28+ | 58/100 | D |
| 22 | ktme FreePeak/ktme generate_documentationget_service_mappingktme_get_knowledge_tree+5 | 8 | <=2025-11-25 | 57/100 | D |
| 23 | Aura qWaitCrypto/Aura project__apply_patchproject__patchsession__export+1 | 4 | 2026-07-28+ | 56/100 | D |
| 24 | ai.tech-lead-stack bronz3beard/ai.tech-lead-stack approve_knowledge_itemcheck_schemacreate_knowledge_item+10 | 13 | 2026-07-28+ | 56/100 | D |
| 25 | conductor-tasks hridaya423/conductor-tasks add-task-notecreate-taskcreate-task-from-template+18 | 21 | <=2025-11-25 | 56/100 | D |
| 26 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 27 | agent-plugins dmgrok/agent-plugins cache_cleancheck_malicious_patternsconfig+20 | 23 | 2026-07-28+ | 54/100 | D |
| 28 | cc-memory snjrusmn/cc-memory memory_consolidatememory_forgetmemory_project+5 | 8 | 2026-07-28+ | 54/100 | D |
| 29 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 30 | lore-mcp manorit2001/lore-mcp get_message_rawget_patchsetget_thread_mbox+5 | 8 | 2025-06-18+ | 54/100 | D |
| 31 | shade-mcp noisefactorllc/shade-mcp analyzeBranchinganalyzeEffectbenchmarkEffectFPS+15 | 18 | 2026-07-28+ | 54/100 | D |
| 32 | appsec-sentinel cparnin/appsec-sentinel cancel_scancleanup_scansget_attack_chains+14 | 17 | 2026-07-28+ | 53/100 | D |
| 33 | claude-code-memory yahav10/claude-code-memory get_statslist_recentquery_memory+4 | 7 | 2026-07-28+ | 53/100 | D |
| 34 | code-review-mcp praneybehl/code-review-mcp perform_code_review | 1 | <=2025-11-25 | 53/100 | D |
| 35 | msty-admin-mcp M-Pineapple/msty-admin-mcp analyse_msty_healthbloom_check_handoffbloom_evaluate_model+12 | 15 | 2026-07-28+ | 53/100 | D |
| 36 | agentoptim ericflo/agentoptim manage_eval_runs_toolmanage_evalset_tool | 2 | <=2025-11-25 | 52/100 | D |
| 37 | mycop surd-pollywog583/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 52/100 | D |
| 38 | Glee GleeMCP/Glee glee.code_reviewglee.code_review.statusglee.config.set+9 | 12 | 2026-07-28+ | 51/100 | D |
| 39 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 40 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 41 | world-model-mcp SaravananJaichandar/world-model-mcp add_constraintadd_factget_audit_log_head+14 | 17 | <=2025-11-25 | 51/100 | D |
| 42 | code-analyzer-mcp jonthebeef/code-analyzer-mcp analyze_filesanalyze_repositoryget_repository_info+1 | 4 | 2026-07-28+ | 50/100 | D |
| 43 | nano-agent disler/nano-agent edit_fileget_file_infolist_directory+3 | 6 | <=2025-11-25 | 50/100 | D |
| 44 | curso-mcp scops/curso-mcp analyze_paper_with_confirmationchiste_de_padrecompare_papers+33 | 36 | 2025-06-18+ | 49/100 | F |
| 45 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 46 | claude-code-index SMTemple/claude-code-index get_file_overviewget_project_summaryindex_status+3 | 6 | 2026-07-28+ | 48/100 | F |
| 47 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 48 | Marionette yarin-mag/Marionette marionette_set_task | 1 | 2026-07-28+ | 47/100 | F |
| 49 | devora-prompt-assistant-mcp Devora-AS/devora-prompt-assistant-mcp collect_contextenhance_prompthealth_check | 3 | <=2025-11-25 | 46/100 | F |
| 50 | plumb-mcp tathagat22/plumb-mcp plumb_assetsplumb_auditplumb_brand+25 | 28 | 2026-07-28+ | 46/100 | F |