MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48701
Heretek-RE
re-winedbg Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
N/A N/A
48702
HeXis-YS
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
48703
Heretek-RE
re-yara Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
N/A N/A
48704
Anaagh05
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
N/A N/A
48705
Heretek-RE
re-vtil Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
N/A N/A
48706
Heretek-RE
re-triton Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
N/A N/A
48707
hrandhawa02
squad_up Claim
Create events, add invitees, manage potlucks and carpools via natural language.
N/A N/A 95
48708
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
48709
haymon-ai
database Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
N/A N/A 95
48710
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
48711
bholzer
MCP server for the tastytrade brokerage API, providing tools for account manage…
48712
Heretek-RE
MCP server for writing Markdown report fragments to files with path safety and …
N/A N/A
48713
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
48714
zjandrew
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
N/A N/A
48715
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
48716
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
48717
bughide011
test111
N/A N/A 95
48718
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
48719
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
48720
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
48721
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
48722
ZHANG-923-ZE
origin-MCP Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
N/A N/A
48723
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
48724
hnizdiljan
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
48725
damagethundercat
PureData-MCP Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
N/A N/A
48726
felipemarcon-TTI
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
48727
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
48728
dasunmihiranga
An MCP server that automates code review by providing syntax checking, code exp…
48729
mdowis
anansi Claim
A self-healing web scraper built for hostile sites: selectors repair themselves…
N/A N/A
48730
consumeobeydie
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
48731
AnnasMazhar
pyspark-mcp Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
N/A N/A
48732
cargoffer
Freight marketplace MCP server for European road logistics. Search and manage f…
48733
vladimir
software3 Claim
N/A N/A 95
48734
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
48735
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
N/A N/A
48736
faizbawa
MCP server giving AI agents full SSH access with persistent sessions, structure…
48737
adithya1012
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
48738
Kemperino
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
48739
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
48740
pinnedai
pinnedai-mcp Claim
Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…
N/A N/A
48741
coderfe
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
N/A N/A 95
48742
olegzhr
Simulates security attacks by providing LLM attack test payloads to validate Mo…
48743
glassBead-tc
A production-ready MCP server for Airtable that enables programmatic management…
48744
darkelf1004
myproject Claim
N/A N/A 95
48745
puxu-msft
neighbors Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
N/A N/A
48746
ploughran
A mock MCP server for small parcel operations, providing tools to track package…
48747
degibug-del
laserbrain Claim
Enables AI to sense, tend, and communicate with a continuous weather field simu…
N/A N/A
48748
brendadeeznuts1111
Provides betting intelligence and analytics tools including exposure, CLV, shar…
48749
Polly2014
An MCP server that intelligently splits large pull requests into multiple small…
N/A N/A
48750
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
81
Showing 48701–48750 of 50103 servers
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