MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31251 |
gworkspace-mcp
Claim
An MCP server for automating Google Workspace applications including Sheets, Ap…
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| 31252 |
GitHub MCP Server
Claim
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
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| 31253 |
local-fetch
Claim
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| 31254 |
benchclaw-integrations
Claim
Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](h…
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| 31255 |
Nexus-MCP
Claim
A comprehensive Model Context Protocol toolkit that transforms AI assistants in…
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| 31256 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
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| 31257 |
site-sense
Claim
coding cli claude code/github copilot will be able to see context of browser/op…
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| 31258 |
nesto-staging
Claim
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| 31259 |
Sahmk MCP
Claim
Enables AI agents to access Saudi market data, including company profiles, mark…
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| 31260 |
dingdawg-compliance
Claim
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
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| 31261 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 31262 |
deploy
Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
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| 31263 |
Pypi
Claim
PyPI MCP — wraps the PyPI JSON API (free, no auth)
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| 31264 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
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| 31265 |
RIPE Atlas
Claim
RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and pr…
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| 31266 |
SSH MCP Server
Claim
An advanced SSH session manager that allows Claude to establish and manage mult…
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| 31267 |
mcp
Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
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| 31268 |
ori-cli
Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
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| 31269 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 31270 |
vsfclub1
Claim
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| 31271 |
giveready
Claim
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
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| 31272 |
PostPulse
Claim
PostPulse is a unified API and integration suite that handles the complexity of…
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| 31273 |
NotFair
Claim
Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.
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| 31274 |
Detect hidden FX fees on international bank transfers in 30 seconds.
Score 1-1…
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| 31275 |
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
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| 31276 |
glowing-memory
Claim
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| 31277 |
mcp-server
Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
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| 31278 |
mcp-einvoicing-be
Claim
Belgian e-invoicing MCP server: Peppol BIS 3.0, UBL 2.1, PINT-BE (NBB), Mercuri…
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| 31279 |
auth0-nextjs-samples
Claim
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| 31280 |
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
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| 31281 |
wertls
Claim
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| 31282 |
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
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| 31283 |
mcp-gdbserver
Claim
MCP server for remote debugging with gdbserver
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| 31284 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 31285 |
babelwrap-mcp
Claim
Let AI agents interact with any website through natural language instead of CSS…
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| 31286 |
0Latency Memory
Claim
Persistent memory MCP server for AI agents — hybrid semantic recall, multi-agen…
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| 31287 |
Address Validator API
Claim
Parse, validate and normalize postal addresses. Detect country, verify format. …
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| 31288 |
everymanjames
Claim
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| 31289 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 31290 |
mcp-ytmusic
Claim
Enables users to search the YouTube Music catalog and manage playlists using na…
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| 31291 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
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| 31292 |
mcp-shield
Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
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| 31293 |
SSL Checker API
Claim
SSL certificate check — validity, expiry, issuer, chain, grade. x402 micropay…
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| 31294 |
companyscope-mcp
Claim
11 company intelligence tools — financials, tech stack, competitors, patents, j…
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| 31295 |
NutriBalance
Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
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| 31296 |
NHN Server MCP
Claim
Enables secure SSH access to servers through a gateway with Kerberos authentica…
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| 31297 |
Monte Carlo
Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
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| 31298 |
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
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| 31299 |
vibe-mcp-03
Claim
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| 31300 |
GetWinnyMCP
Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
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