MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50501 |
gold-mcp
Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
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| 50502 |
Pwno MCP
Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
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| 50503 |
knitbrain
Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
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| 50504 |
DDGS MCP Server
Claim
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
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| 50505 |
vorim-mcp-server
Claim
AI agent identity, permissions, trust scores, and tamper-evident audit trails v…
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| 50506 |
claude-remind-mcp
Claim
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
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| 50507 |
Queue AIops
Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
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| 50508 |
mcp-sing
Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
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| 50509 |
EWS Meeting MCP
Claim
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed…
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| 50510 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 50511 |
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fi…
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| 50512 |
Targetprocess MCP Server
Claim
Provides tools for interacting with Targetprocess, a project management and agi…
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| 50513 |
Neo4j MCP Server
Claim
A Model Context Protocol server that enables running Cypher queries and retriev…
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| 50514 |
omarchy-mcp
Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
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| 50515 |
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
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| 50516 |
This MCP server provides LLMs with programmatic access to Google Search Console…
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| 50517 |
AI Security Crew
Claim
A lightweight MCP server for security reviews that injects security requirement…
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| 50518 |
Odoo XML-RPC MCP Server
Claim
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
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| 50519 |
mcp-geracompliance
Claim
EU AI Act and GDPR compliance: checks, audits, generate policies.
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| 50520 |
orizn-visa-mcp
Claim
Visa requirements for 39,585 passport-destination pairs in 15 languages.
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| 50521 |
facesign-mcp
Claim
Build and test FaceSign step-up verification flows from your AI coding tool
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| 50522 |
UK Break Clause Analyzer
Claim
Assess UK lease tenant break clauses with grounded citations and a measured hal…
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| 50523 |
Personal MCP Server
Claim
Private MCP server for managing Gmail, custom IMAP/SMTP email, Slack notificati…
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| 50524 |
YouTube MCP Server
Claim
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
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| 50525 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
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| 50526 |
mcp-hibp
Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
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| 50527 |
MCP Notes Server
Claim
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
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| 50528 |
WordPress MCP Server
Claim
Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
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| 50529 |
MCP Docs Server
Claim
A centralized MCP server for internal technical documentation that integrates w…
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| 50530 |
heropen
Claim
A local memory server for AI agents that stores and retrieves information via M…
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| 50531 |
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
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| 50532 |
veritasacta-verify
Claim
Offline receipt verifier. Ed25519 signature verification without contacting any…
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| 50533 |
walletconnect-mcp
Claim
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
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| 50534 |
z-image-mcp
Claim
Enables text-to-image generation using Z Image models via RunAPI, with task man…
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| 50535 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 50536 |
MITRE ATT&CK Mapper MCP
Claim
Enables cyber defenders to query ATT\&CK techniques, list tactics, map incident…
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| 50537 |
Furgonetka MCP
Claim
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
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| 50538 |
M-Pesa MCP Server
Claim
An experimental MCP server that lets AI agents interact with guarded payment wo…
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| 50539 |
content-distribution
Claim
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
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| 50540 |
This MCP server connects Claude Desktop to a Velociraptor instance and local fo…
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| 50541 |
Steam (read-only)
Claim
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
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| 50542 |
AST-Indexer MCP Server
Claim
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
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| 50543 |
mcp-finance
Claim
MCP server for capturing and classifying daily expenses, built with Node.js and…
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| 50544 |
Monica MCP
Claim
A self-hosted, multi-user gateway that exposes Monica personal CRM to AI agents…
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| 50545 |
CloudBrowser
Claim
Give AI agents a real cloud Chrome: open sessions, navigate, read pages, click,…
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| 50546 |
Close API
Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
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| 50547 |
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
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| 50548 |
scrapling-mcp
Claim
Exposes Scrapling web scraping framework as MCP tools for Claude Code, enabling…
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| 50549 |
roshan-alefba-mcp
Claim
A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools…
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| 50550 |
A TypeScript implementation of a Model Context Protocol server that enables rea…
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