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942 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | ast-copilot-helper EvanDodds/ast-copilot-helper get-annotationget-file-statslist-files+2 | 5 | <=2025-11-25 | 68/100 | C |
| 52 | cicada |
| 7 |
| 2026-07-28+ |
| 68/100 |
| C |
| 53 | code-grapher mufasadb/code-grapher create_code_graphget_related_entitiesquery_code_graph+1 | 4 | <=2025-11-25 | 68/100 | C |
| 54 | crapkit JeanFrancoisGagne/crapkit get_function_briefget_function_historyget_mutation+9 | 12 | 2025-06-18+ | 68/100 | C |
| 55 | excalidraw-architect-mcp BV-Venky/excalidraw-architect-mcp create_diagramexport_diagramget_diagram_info+23 | 26 | 2026-07-28+ | 68/100 | C |
| 56 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 57 | kotadb jayminwest/kotadb analyze_change_impactfind_usagesgenerate_task_context+15 | 18 | 2026-07-28+ | 68/100 | C |
| 58 | madrileno madrileno-dev/madrileno madrileno_changesmadrileno_diffmadrileno_doc+3 | 6 | 2026-07-28+ | 68/100 | C |
| 59 | project-cortex mvp-joe/project-cortex cortex_exactcortex_filescortex_graph+2 | 5 | 2026-07-28+ | 68/100 | C |
| 60 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 61 | securellm-mcp marcosfpina/securellm-mcp cache_statsdoc_coveragedoc_generate+9 | 12 | <=2025-11-25 | 68/100 | C |
| 62 | sessionmem catfish-1234/sessionmem batchStoreMemoryfetch_memoriesforgetMemory+10 | 13 | 2026-07-28+ | 68/100 | C |
| 63 | ts-index 0x5457/ts-index ast_grep_searchlsp_analyzelsp_declaration+5 | 8 | 2026-07-28+ | 68/100 | C |
| 64 | vera VeraTools/vera explain_pathfind_referencesget_overview+4 | 7 | <=2025-11-25 | 68/100 | C |
| 65 | RoselineMCP Atypical-Consulting/RoselineMCP analyze_solutionapply_fixescheck_compilation+11 | 14 | 2025-06-18+ | 67/100 | C |
| 66 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 67 | geostorm geostorm-ai/geostorm get_project_summaryget_run_detailget_trajectory+1 | 4 | 2026-07-28+ | 67/100 | C |
| 68 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 69 | libsrc-mcp fprochazka/libsrc-mcp get_library_sources | 1 | <=2025-11-25 | 67/100 | C |
| 70 | ops-codegraph-tool optave/ops-codegraph-tool briefcontextdiff_impact+11 | 14 | 2026-07-28+ | 67/100 | C |
| 71 | statelessagent sgx-labs/statelessagent find_similar_notesget_noteindex_stats+5 | 8 | 2026-07-28+ | 67/100 | C |
| 72 | ChatWizard Veverke/ChatWizard chatwizard_find_similarchatwizard_get_contextchatwizard_get_session+8 | 11 | 2026-07-28+ | 66/100 | C |
| 73 | GitViz-MCP GIT-Viz-Team/GitViz-MCP get_git_logget_git_prompthighlight_commit+1 | 4 | 2026-07-28+ | 66/100 | C |
| 74 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 75 | ariadne sazanami-lab/ariadne get_affected_tests | 1 | 2026-07-28+ | 66/100 | C |
| 76 | athena-loops luckeyfaraday/athena-loops doctororchestrateorchestrate_result+2 | 5 | 2026-07-28+ | 66/100 | C |
| 77 | claude-mem-lite sdsrss/claude-mem-lite mem_browsemem_compressmem_delete+8 | 11 | 2026-07-28+ | 66/100 | C |
| 78 | codebadger Lekssays/codebadger find_command_injection_sinkslist_callslist_methods | 3 | <=2025-11-25 | 66/100 | C |
| 79 | cyberrescue Vivekpatil200320/cyberrescue execute_isolated_scriptinspect_memory_dumpstream_container_logs | 3 | <=2025-11-25 | 66/100 | C |
| 80 | doc-scraper Sriram-PR/doc-scraper cancel_crawlcrawl_sitedescribe_server+7 | 10 | <=2025-11-25 | 66/100 | C |
| 81 | fleet wrxck/fleet fleet_audit_guidelinesfleet_audit_ignorefleet_audit_run+30 | 33 | 2026-07-28+ | 66/100 | C |
| 82 | gitwarren-app klarluft/gitwarren-app add_repositorycreate_reviewcreate_thread+13 | 16 | 2026-07-28+ | 66/100 | C |
| 83 | guardlink Bugb-Technologies/guardlink guardlink_annotateguardlink_blameguardlink_dashboard+16 | 19 | 2026-07-28+ | 66/100 | C |
| 84 | lgh JoeGlenn1213/lgh lgh_actiond_logslgh_addlgh_clone+10 | 13 | <=2025-11-25 | 66/100 | C |
| 85 | mcp-server-toolkit naveenayalla1-CS50/mcp-server-toolkit delete_memoryget_weathergit_blame+14 | 17 | 2026-07-28+ | 66/100 | C |
| 86 | mu 0ximu/mu mu_auditmu_bootstrapmu_compress+11 | 14 | 2026-07-28+ | 66/100 | C |
| 87 | project-os-for-codex herry2059/project-os-for-codex project_os_append_progressproject_os_get_context | 2 | 2025-06-18+ | 66/100 | C |
| 88 | remote-terminal TiM00R/remote-terminal build_script_from_commandscancel_commandcheck_command_status+10 | 13 | <=2025-11-25 | 66/100 | C |
| 89 | sudocode sudocode-ai/sudocode add_feedbackadd_referencelink+7 | 10 | 2026-07-28+ | 66/100 | C |
| 90 | sync-worktrees yordan-kanchelov/sync-worktrees create_worktreedetect_contextget_worktree_status+6 | 9 | 2025-06-18+ | 66/100 | C |
| 91 | vir djolex999/vir vir_composevir_project_summaryvir_query+3 | 6 | 2026-07-28+ | 66/100 | C |
| 92 | wpcs-mcp-server vapvarun/wpcs-mcp-server wpcs_check_directorywpcs_check_filewpcs_check_php_compatibility+11 | 14 | 2026-07-28+ | 66/100 | C |
| 93 | MCP-memento caiowilson/MCP-memento repo_contextrepo_diff_context | 2 | 2025-06-18+ | 65/100 | C |
| 94 | agent-manager YoanWai/agent-manager archive_sessionclose_terminalcreate_group+22 | 25 | 2026-07-28+ | 65/100 | C |
| 95 | callimachus BetaBots-LLC/callimachus ask_historycheck_decisioncomplete_todo+16 | 19 | 2026-07-28+ | 65/100 | C |
| 96 | contextfs contextfs/contextfs contextfs_get_type_schemacontextfs_listcontextfs_list_projects+11 | 14 | 2026-07-28+ | 65/100 | C |
| 97 | costwise-mcp okyashgajjar/costwise-mcp allow_dirfind_callersfind_references+10 | 13 | 2026-07-28+ | 65/100 | C |
| 98 | ctxpp cavenine/ctxpp ctxpp_indexctxpp_search | 2 | 2026-07-28+ | 65/100 | C |
| 99 | inspect Ataraxy-Labs/inspect inspect_entityinspect_fileinspect_group+7 | 10 | <=2025-11-25 | 65/100 | C |
| 100 | krimto krimto-labs/krimto krimto_list_scopeskrimto_readkrimto_recall+3 | 6 | 2026-07-28+ | 65/100 | C |