MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46151
Stelath
Enables Claude to create mathematical animation videos using Manim, allowing vi…
N/A N/A 95
46152
andretaki
Complete 49 CFR 172.101 hazmat table lookup with special-provision decoding, ci…
N/A N/A
46153
Potarix
Find company websites and verified business emails through the Potarix Enricher…
46154
aresyn
Durable MCP control plane for long-running Codex Desktop tasks.
N/A N/A
46155
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
46156
FoxRick
paygentic Claim
Enables AI agents to manage financial operations including balance checks, mone…
46157
wheelhousedev
This TypeScript-based MCP server enables users to manage a simple notes system …
81
46158
equinixnetworkedge
Equinix NetworkEdge MCP Server is an AI-powered interface that enables customer…
N/A N/A 95
46159
xue20010808
readfi1e_mcp Claim
N/A N/A 95
46160
m3m0ng
proxmox-mcp Claim
A Python MCP server for Proxmox VE that lets AI agents read cluster status, pow…
N/A N/A
46161
trinknx
Exposes Amazon Selling Partner API tools for sellers to manage orders, inventor…
46162
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
46163
Pranav-d33
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
N/A N/A
46164 N/A N/A 95
46165
artfulhacker
A Model Context Protocol (MCP) server that provides seamless integration with t…
46166
sandraschi
Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool gr…
N/A N/A
46167
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
46168
aniongithub
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
N/A N/A
46169
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
N/A N/A 95
46170
by-oneself
word-doc-mcp Claim
MCP server for creating and reading Word (.docx) documents with rich formatting…
N/A N/A
46171
troylar
Enables AI assistants to interact with self-hosted Jira instances for issue man…
46172
AndrewAubury
OpenBusData Claim
MCP server for UK Bus Open Data with timetable parsing, journey planning and li…
N/A N/A
46173
lilycip
obra-cto Claim
Local-first MCP that scores your codebase's build readiness. Your code never le…
N/A N/A 95
46174
archpeng
Enables interaction with Google Merchant Center through 34 tools across 9 modul…
N/A N/A
46175
MS-Teja
glyphic Claim
Generate 18 diagram types from structured JSON natively. Built for LLMs and age…
N/A N/A
46176
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
46177
Em-Deesha
Enables Gemini CLI and other AI assistants to manage todos (create, read, updat…
N/A N/A
46178
hiroata
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
81
46179
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
N/A N/A 95
46180
Bichev
agentradar Claim
Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents …
N/A N/A
46181
Gingiris-1031
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
46182
vogler75
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
46183
TanvirIslam-BD
A calculator MCP server providing add and subtract tools, along with file resou…
46184
kinance
Circle Agent Stack for AI agents: create USDC wallets, set spend policies, send…
46185
pma1999
boe Claim
Search, read, and analyze consolidated Spanish legislation from the Boletín Ofi…
N/A N/A 95
46186
Newscatcher
CatchAll Claim
Web search API: find every relevant event across the open web, not just the top…
46187
Gino019
Enables AI assistants to interact with Enmask data masking tool via MCP tools f…
N/A N/A
46188
cameronsjo
Obsidi MCP Claim
Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio…
N/A N/A
46189
pipeworx-io
Enables access to live theme park wait times, schedules, and attraction data fr…
46190
Chen19007
godot-mcp Claim
MCP server for automating GDScript code linting, formatting, and export validat…
N/A N/A
46191
JasonBates
An MCP server that lets you switch between different MCP configuration profiles…
N/A N/A
46192
blackducksoftware
AI-powered security scanning using Black Duck Signal for vulnerability detectio…
N/A N/A
46193
cmagorian
TrainHeroic Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
46194
lorecraft-io
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
46195
bockenstette1
seedflip Claim
100+ curated design systems for AI coding agents. Design taste, not guesswork.
N/A N/A 95
46196
LazaUK
Enables AI agents to query and mutate data in Microsoft Fabric data warehouse v…
46197
Bigred97
wgea-mcp Claim
Query the WGEA in plain English — employer pay gap, workforce composition, leav…
N/A N/A
46198
yauhen-l
Text2Event Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
46199
oddunits
pntr Claim
Free developer subdomains with DNS, catch-all email, and webhook capture, manag…
N/A N/A
46200
jamesmehorter
Enables creating professional Word documents from markdown or structured conten…
N/A N/A
Showing 46151–46200 of 66518 servers
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