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108 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | clarifyprompt-mcp LumabyteCo/clarifyprompt-mcp apply_elicited_answersbuild_context_bundleclarify_with_user+21 | 24 | 2026-07-28+ | 69/100 | C |
| 2 | dvalincode |
| 9 |
| 2025-06-18+ |
| 69/100 |
| C |
| 3 | narnia ncosentino/narnia build_schedule_packagecreate_scheduledelete_local_sessions+24 | 27 | 2026-07-28+ | 69/100 | C |
| 4 | ralph-mcp carlos132nx/ralph-mcp ralph_batch_startralph_doctorralph_get+9 | 12 | 2026-07-28+ | 69/100 | C |
| 5 | weave Ataraxy-Labs/weave weave_agent_heartbeatweave_agent_registerweave_claim_entity+15 | 18 | <=2025-11-25 | 69/100 | C |
| 6 | AgentRunKit Tom-Ryder/AgentRunKit edit_filegit_diffglob+7 | 10 | 2026-07-28+ | 68/100 | C |
| 7 | DevProjex Avazbek22/DevProjex analyzeget_fileget_tree+4 | 7 | 2025-06-18+ | 68/100 | C |
| 8 | aide jmylchreest/aide code_outlinecode_read_checkcode_read_symbol+19 | 22 | 2026-07-28+ | 68/100 | C |
| 9 | cicada wende/cicada expand_resultgit_historyquery+4 | 7 | 2026-07-28+ | 68/100 | C |
| 10 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |
| 11 | crapkit JeanFrancoisGagne/crapkit get_function_briefget_function_historyget_mutation+9 | 12 | 2025-06-18+ | 68/100 | C |
| 12 | excalidraw-architect-mcp BV-Venky/excalidraw-architect-mcp create_diagramexport_diagramget_diagram_info+23 | 26 | 2026-07-28+ | 68/100 | C |
| 13 | kotadb jayminwest/kotadb analyze_change_impactfind_usagesgenerate_task_context+15 | 18 | 2026-07-28+ | 68/100 | C |
| 14 | madrileno madrileno-dev/madrileno madrileno_changesmadrileno_diffmadrileno_doc+3 | 6 | 2026-07-28+ | 68/100 | C |
| 15 | RoselineMCP Atypical-Consulting/RoselineMCP analyze_solutionapply_fixescheck_compilation+11 | 14 | 2025-06-18+ | 67/100 | C |
| 16 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 17 | libsrc-mcp fprochazka/libsrc-mcp get_library_sources | 1 | <=2025-11-25 | 67/100 | C |
| 18 | ChatWizard Veverke/ChatWizard chatwizard_find_similarchatwizard_get_contextchatwizard_get_session+8 | 11 | 2026-07-28+ | 66/100 | C |
| 19 | GitViz-MCP GIT-Viz-Team/GitViz-MCP get_git_logget_git_prompthighlight_commit+1 | 4 | 2026-07-28+ | 66/100 | C |
| 20 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 21 | ariadne sazanami-lab/ariadne get_affected_tests | 1 | 2026-07-28+ | 66/100 | C |
| 22 | athena-loops luckeyfaraday/athena-loops doctororchestrateorchestrate_result+2 | 5 | 2026-07-28+ | 66/100 | C |
| 23 | claude-mem-lite sdsrss/claude-mem-lite mem_browsemem_compressmem_delete+8 | 11 | 2026-07-28+ | 66/100 | C |
| 24 | gitwarren-app klarluft/gitwarren-app add_repositorycreate_reviewcreate_thread+13 | 16 | 2026-07-28+ | 66/100 | C |
| 25 | guardlink Bugb-Technologies/guardlink guardlink_annotateguardlink_blameguardlink_dashboard+16 | 19 | 2026-07-28+ | 66/100 | C |
| 26 | lgh JoeGlenn1213/lgh lgh_actiond_logslgh_addlgh_clone+10 | 13 | <=2025-11-25 | 66/100 | C |
| 27 | mcp-server-toolkit naveenayalla1-CS50/mcp-server-toolkit delete_memoryget_weathergit_blame+14 | 17 | 2026-07-28+ | 66/100 | C |
| 28 | mu 0ximu/mu mu_auditmu_bootstrapmu_compress+11 | 14 | 2026-07-28+ | 66/100 | C |
| 29 | project-os-for-codex herry2059/project-os-for-codex project_os_append_progressproject_os_get_context | 2 | 2025-06-18+ | 66/100 | C |
| 30 | sudocode sudocode-ai/sudocode add_feedbackadd_referencelink+7 | 10 | 2026-07-28+ | 66/100 | C |
| 31 | sync-worktrees yordan-kanchelov/sync-worktrees create_worktreedetect_contextget_worktree_status+6 | 9 | 2025-06-18+ | 66/100 | C |
| 32 | wpcs-mcp-server vapvarun/wpcs-mcp-server wpcs_check_directorywpcs_check_filewpcs_check_php_compatibility+11 | 14 | 2026-07-28+ | 66/100 | C |
| 33 | MCP-memento caiowilson/MCP-memento repo_contextrepo_diff_context | 2 | 2025-06-18+ | 65/100 | C |
| 34 | agent-manager YoanWai/agent-manager archive_sessionclose_terminalcreate_group+22 | 25 | 2026-07-28+ | 65/100 | C |
| 35 | contextfs contextfs/contextfs contextfs_get_type_schemacontextfs_listcontextfs_list_projects+11 | 14 | 2026-07-28+ | 65/100 | C |
| 36 | inspect Ataraxy-Labs/inspect inspect_entityinspect_fileinspect_group+7 | 10 | <=2025-11-25 | 65/100 | C |
| 37 | krimto krimto-labs/krimto krimto_list_scopeskrimto_readkrimto_recall+3 | 6 | 2026-07-28+ | 65/100 | C |
| 38 | mcp arm/mcp check_imageknowledge_base_searchmca+2 | 5 | 2026-07-28+ | 65/100 | C |
| 39 | remem majiayu000/remem commits_for_sessioncontext_bundlecurrent_state+12 | 15 | 2025-06-18+ | 65/100 | C |
| 40 | runecho inth3shadows/runecho diffhashhealth+3 | 6 | <=2025-11-25 | 65/100 | C |
| 41 | safe-ai-util-mcp jdfalk/safe-ai-util-mcp buf_generatebuf_lintfs_exists+24 | 27 | <=2025-11-25 | 65/100 | C |
| 42 | yurtle-kanban hankh95/yurtle-kanban kanban_add_commentkanban_create_itemkanban_get_blocked+7 | 10 | <=2025-11-25 | 65/100 | C |
| 43 | Git-PR-MCP-Server aceandro2812/Git-PR-MCP-Server analyze_commitsgenerate_pr_summaryget_changed_files+3 | 6 | <=2025-11-25 | 64/100 | C |
| 44 | Regen monofuel/Regen embedding_searchripgrep_search | 2 | <=2025-11-25 | 64/100 | C |
| 45 | cgh altikva/cgh add_directoryarchitecture_overviewdoc_outline+13 | 16 | 2026-07-28+ | 64/100 | C |
| 46 | file-scanner-mcp mariusei/file-scanner-mcp callersfind_divergencehistory+10 | 13 | 2026-07-28+ | 64/100 | C |
| 47 | lockstep lockstep-team-agent/lockstep ack_decisionack_inboxanswer+16 | 19 | 2026-07-28+ | 64/100 | C |
| 48 | mcp-git-polite uneco/mcp-git-polite apply_changesget_difflist_changes+1 | 4 | 2026-07-28+ | 64/100 | C |
| 49 | mcp-workspaces cfullelove/mcp-workspaces fs_create_directoryfs_delete_filefs_directory_tree+15 | 18 | 2026-07-28+ | 64/100 | C |
| 50 | memex STiFLeR7/memex explain_changeget_engineering_contextget_open_problems+8 | 11 | 2026-07-28+ | 64/100 | C |