MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45151 |
CodeGuardian MCP
Claim
Validates AI-generated code against actual codebases to catch hallucinations, d…
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| 45152 |
remote-mcp-server
Claim
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
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| 45153 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
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| 45154 |
autohaven
Claim
Search for cars
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| 45155 |
garmin-mcp
Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
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| 45156 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
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| 45157 |
pruva-mcp
Claim
Remote MCP server for Pruva, enabling AI assistants to manage products, feature…
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| 45158 |
mcp-server
Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
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| 45159 |
SharePoint-Cleyrop MCP
Claim
Enables users to access SharePoint files via Microsoft Graph and transfer them …
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| 45160 |
mcp-shlink
Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
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| 45161 |
Citely-x402
Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
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| 45162 |
MCP Server Template
Claim
A production-ready TypeScript template for building MCP servers with dual trans…
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| 45163 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 45164 |
api-request-deduplicator
Claim
Cloudflare Workers MCP server: api-request-deduplicator
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| 45165 |
private-journal
Claim
A comprehensive MCP server that provides Claude with private journaling and sem…
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| 45166 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 45167 |
angr-api-mcp
Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
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| 45168 |
anchor-mcp
Claim
A portable MCP server that provides a shared persistent working state for AI co…
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| 45169 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 45170 |
KnowBe4 MCP Server
Claim
Enables AI assistants to interact with KnowBe4 security awareness training data…
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| 45171 |
atlassian-mcp
Claim
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
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| 45172 |
gateway
Claim
MCP gateway with runtime security policy, tool-call-level control, and audit of…
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| 45173 |
Onshape MCP Server
Claim
Enables programmatic CAD modeling with Onshape through document discovery, para…
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| 45174 |
TrainingPeaks MCP Server
Claim
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
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| 45175 |
palisade
Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
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| 45176 |
Mongo MCP Server
Claim
Enables interaction with MongoDB databases through the Model Context Protocol. …
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| 45177 |
@lpm-registry/mcp-server
Claim
MCP server for the LPM package registry, enabling AI tools to search, browse so…
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| 45178 |
markdown-publish
Claim
Enables AI to search, retrieve, list notes, and get backlinks from a published …
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| 45179 |
r3adfile_mcp
Claim
Search and browse local files with flexible pattern matching and fast full-text…
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| 45180 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 45181 |
@kimagure-dd/xirr-mcp
Claim
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
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| 45182 |
Dev Memory MCP Server
Claim
Persistent development memory server that automatically captures and organizes …
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| 45183 |
SPOKEAgent
Claim
A structure-aware MCP server for querying the SPOKE biomedical knowledge graph,…
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| 45184 |
Enterprise MCP Server
Claim
Production-grade FastMCP 3.x server template for scalable semantic tool retriev…
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| 45185 |
TuringCorp MCP Server
Claim
A remote MCP server template for Cloudflare Workers that enables deployment of …
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| 45186 |
Python-based MCP server that provides real-time and historical cryptocurrency d…
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| 45187 |
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
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| 45188 |
CData Arc MCP Server
Claim
Enables AI assistants to manage CData Arc connectors, files, transactions, work…
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| 45189 |
Yggdrasil
Claim
Durable, local-first memory for AI coding agents over MCP. Zero-dependency (pur…
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| 45190 |
pdf-reader
Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
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| 45191 |
mcploy
Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
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| 45192 |
mcp-server-rabel
Claim
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
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| 45193 |
Strava MCP Server
Claim
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
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| 45194 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 45195 |
airi-android
Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
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| 45196 |
OffshoreProz Agent API
Claim
Enables automated company formation across multiple jurisdictions with REST and…
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| 45197 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 45198 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 45199 |
A Model Context Protocol server providing calculator tools (add, subtract, mult…
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| 45200 |
Enables AI agents to verify Ceph CLI commands, config parameters, and review te…
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