MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32951 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 32952 |
Mevoric
Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
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| 32953 |
Gmail MCP Server
Claim
Provides access to Gmail functionality through the Model Context Protocol, allo…
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| 32954 |
TFS MCP Server
Claim
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
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| 32955 |
Echo Server
Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
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| 32956 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
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| 32957 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 32958 |
Stream MCP Server
Claim
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
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| 32959 |
ani-mcp
Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
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| 32960 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 32961 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
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| 32962 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 32963 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 32964 |
agenticbudgetrouter-mcp
Claim
Agentic workflow budget approvals with usage receipts.
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| 32965 |
sourceright
Claim
reference and citation validation, verification, enrichment, replacement and im…
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| 32966 |
cronmanager-mcp
Claim
Enables managing cron jobs, maintenance windows, and settings through natural l…
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| 32967 |
keymem
Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
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| 32968 |
Minimal TypeScript MCP server providing real flight and hotel search via SerpAp…
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| 32969 |
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
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| 32970 |
nj-realtor-mcp
Claim
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
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| 32971 |
mcp-tailscale
Claim
Wraps the Tailscale CLI to enable MCP-capable AI agents to manage devices, serv…
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| 32972 |
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers…
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| 32973 |
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
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| 32974 |
YNAB MCP Server
Claim
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
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| 32975 |
n2n-nexus
Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
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| 32976 |
threadline-core
Claim
MCP server providing structured continuity memory for AI coding agents, trackin…
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| 32977 |
atodeyomu-mcp
Claim
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
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| 32978 |
GodPrompt MCP Server
Claim
Provides tools to retrieve the GodPrompt universal system prompt and its compon…
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| 32979 |
claude-discord-mcp
Claim
Enables Claude Code to interact with Discord servers, including sending message…
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| 32980 |
RAGSHIELD
Claim
RAG corpus poisoning detector that scans for embedding anomalies and backdoor t…
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| 32981 |
mailbridge
Claim
Connect your AI assistant to email — read, search, send, and organise via IMAP/…
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| 32982 |
A government-oriented MCP server implementing security controls for AegisReader…
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| 32983 |
Provides AI agents with real-time access to French real estate transaction data…
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| 32984 |
tldraw-mcp
Claim
Enables reading, writing, and validating .tldr files for tldraw, a headless imp…
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| 32985 |
CNPC JavaDoc MCP Server
Claim
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
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| 32986 |
Trellis MCP
Claim
A file-backed MCP server for hierarchical project management that enables AI as…
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| 32987 |
agent-pool-mcp
Claim
Multi-agent orchestration server that enables parallel task delegation, sequent…
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| 32988 |
Jarvis MCP Server
Claim
MCP server providing time retrieval and echo tools, running as an independent n…
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| 32989 |
atlassian-mcp-server
Claim
MCP server for Atlassian Cloud (Confluence & Jira) with seamless OAuth 2.0 auth…
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| 32990 |
MCP server for interacting with Realm MinistryPlatform data, enabling queries, …
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| 32991 |
pandadoc-mcpb
Claim
Turn a plain-text prompt into a sent, signed document in one workflow. Create p…
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| 32992 |
gmail-mcp-multi
Claim
A Gmail MCP server with native multi-account support, enabling management of mu…
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| 32993 |
Graph-Mem MCP
Claim
A universal MCP server providing persistent, structured memory through a knowle…
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| 32994 |
PageIndex MCP
Claim
A self-hosted MCP server for PageIndex's vectorless, reasoning-based document r…
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| 32995 |
mcp-doc-search
Claim
Enables searching and retrieving documentation files from a local docs folder u…
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| 32996 |
Automatically enforces team coding standards in AI-assisted development by prov…
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| 32997 |
A modern MCP server that provides Claude Desktop with the ability to store and …
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| 32998 |
mcp-code-todo
Claim
Scans codebases for TODO comments and exposes them as structured data to LLMs, …
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| 32999 |
bigquery-mcp-server
Claim
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| 33000 |
google-messages-mcp
Claim
Enables sending, reading, searching, and managing SMS/RCS messages through Goog…
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