MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30301 |
Rabobank Demo MCP Server
Claim
Demonstrates how to expose approved internal banking tools to AI assistants via…
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| 30302 |
mcpuptimeledger-mcp
Claim
MCP uptime, schema, auth, and SLA receipt monitoring.
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| 30303 |
mcp-aws-cost-anomaly
Claim
AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spe…
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| 30304 |
eml-mcp
Claim
MCP server for managing email archives as .eml files, synced with OneDrive, ena…
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| 30305 |
1c-formsserver
Claim
MCP server for generating, validating, converting, and searching managed 1C:Ent…
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| 30306 |
Narwal MCP Server Clone
Claim
A TypeScript MCP server for querying React component documentation, searching a…
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| 30307 |
cortex-plugin
Claim
Persistent, self-evolving memory plugin for Claude Code. Background miner extra…
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| 30308 |
ElevenLabs MCP Server
Claim
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
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| 30309 |
kubesearch-mcp
Claim
Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.…
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| 30310 |
MCP Filesystem Python
Claim
A secure, read-only MCP server for browsing and searching files in a specified …
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| 30311 |
Roblox MCP Server
Claim
Enables real-time friend presence tracking and seamless game joining in Roblox.
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| 30312 |
gmail-mcp-server
Claim
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
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| 30313 |
public_promo
Claim
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| 30314 |
mu
Claim
Official AI-native print-on-demand MCP — say it, AI designs it, sell 40+ goods,…
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| 30315 |
affiliate-router-mcp
Claim
Vendor-neutral MCP server that discovers, routes, and attributes revenue across…
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| 30316 |
deal-intel-mcp
Claim
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
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| 30317 |
mysql-mcp
Claim
Enables AI agents to query and manage MySQL databases through a structured MCP …
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| 30318 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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| 30319 |
unbiased
Claim
Reads your GitHub profile and provides developer context (stack, projects, expe…
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| 30320 |
CogniRepo
Claim
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reducti…
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| 30321 |
Enables intelligent access to React Native Godot documentation, examples, API r…
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| 30322 |
coda-mcp-readonly
Claim
A read-only MCP server for interacting with Coda API, enabling listing document…
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| 30323 |
Gantry
Claim
An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
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| 30324 |
mcp-ibge
Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
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| 30325 |
WebUplink
Claim
Give any MCP client the ability to browse and interact with the web via WebUpli…
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| 30326 |
MCP Traits Matcher
Claim
A personality analysis server that creates persons with traits, adds descriptio…
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| 30327 |
kb-gateway
Claim
HTTP MCP gateway for a learning corpus that enables remote agents to perform se…
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| 30328 |
Azure DevOps MCP Server
Claim
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
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| 30329 |
MCP Gateway
Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
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| 30330 |
mcp-server-justlend
Claim
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
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| 30331 |
ts-language-mcp
Claim
Enables AI coding agents to interact with TypeScript projects through compiler-…
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| 30332 |
proc-repl-mcp
Claim
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
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| 30333 |
hashline-mcp
Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
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| 30334 |
zabbix-mcp
Claim
MCP server to access the Zabbix API, providing tools to list hosts, problems, t…
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| 30335 |
bash-mcp
Claim
Enables executing shell commands without permission prompts, including running …
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| 30336 |
Handwrytten MCP Server
Claim
Enables AI assistants to send real handwritten notes via physical cards using H…
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| 30337 |
cursor-doctor
Claim
An MCP server that audits a project for documentation, rules, skills, and knowl…
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| 30338 |
mcp-saas-toolkit
Claim
A production-ready MCP server with 24 tools for Stripe, Twilio, Resend, GitHub,…
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| 30339 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 30340 |
sqlew
Claim
Stores architectural decisions in a SQL database for persistent AI agent memory…
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| 30341 |
A drop-in replacement for mcp-memory-duckdb with full concurrent access support…
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| 30342 |
wave-mcp
Claim
Provides 54 tools across 10 categories for Wave Accounting, enabling invoicing,…
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| 30343 |
total-recall
Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
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| 30344 |
Azure SQL MCP Server
Claim
Enables querying, exploring, and interacting with Azure SQL databases through M…
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| 30345 |
Marrow
Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
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| 30346 |
minimal-gdocs
Claim
A minimal MCP server for creating and updating Google Docs from markdown.
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| 30347 |
globestudio
Claim
MCP server for GlobeStudio.
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| 30348 |
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
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| 30349 |
DocShark
Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 30350 |
Personal Memory Gateway
Claim
A privacy-first memory layer for AI that securely bridges local knowledge with …
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