MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24201
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
24202
dinosaur24
mockhero Claim
Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/…
N/A N/A
24203
cola-cloud-us
Provides access to over 2.5 million US alcohol label records from the TTB via t…
81
24204 N/A N/A 95
24205 N/A N/A 95
24206
Nolas-Shadow
Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One …
24207
MCP server for VMware Aria Operations for Logs (formerly vRealize Log Insight).…
N/A N/A
24208
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
24209
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
24210
evandavid1
Provides access to OpenAI's advanced models (including o3) with integrated web …
81
24211
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
81
24212
meetronwilson
VibeOps MCP Claim
Enforces structured product development through contract-based validation of mo…
N/A N/A 95
24213
ai-mcp-garage
Enables AI assistants to access and manage user profile information including n…
81
24214
yukikazechan
A Cloudflare Worker that implements an MCP server for searching and retrieving …
N/A N/A 95
24215
jswepick
Manages advertisements across multiple platforms including Facebook, Google, an…
N/A N/A 95
24216
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
81
24217
SecurityRonin
docx-mcp Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
N/A N/A
24218
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
24219
intruder-io
intruder-io Claim
test
N/A N/A 95
24220
jirispilka
test-js Claim
N/A N/A 95
24221
lorenzocean
lims-s Claim
N/A N/A 95
24222
dtelecom
dTelecom STT Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
N/A N/A 95
24223
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
24224
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
24225
pipeworx-io
wikipedia Claim
Wikipedia MCP — wraps Wikipedia REST API (free, no auth)
24226
acedatacloud-mcp
mcp-seedance Claim
24227
ValentinOtt
test Claim
N/A N/A 95
24228
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
24229
Corbell-AI
Corbell Claim
AI-powered spec generation and review using multi-repo code graph intelligence …
N/A N/A
24230
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
24231
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
N/A N/A 95
24232
blas0
code2mcp Claim
Enables execution of TypeScript code to call MCP tools instead of direct tool c…
N/A N/A 95
24233
ComputeGauge
Provides cost intelligence and a reputation scoring system to help AI agents op…
81
24234
globalping
globalping Claim
Access a global network of probes to run network tests like ping, traceroute, h…
N/A N/A
24235
optimly
scout Claim
Brand intelligence from the Optimly AI Brand Directory. Look up any brand's AI …
81
24236
arturwyroslak
mcp-gh Claim
N/A N/A
24237
selena0653
project-id Claim
N/A N/A 95
24238
null
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
81
24239
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
24240
ilyassesalama
Enables interaction with Celigo integrator.io API to manage integrations, flows…
81
24241
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
81
24242
beelzebub-labs
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
N/A N/A
24243
roboulos
Universe MCP Claim
Bridges legacy MultiValue databases to modern AI assistants like Claude Desktop…
N/A N/A 95
24244 N/A N/A 95
24245
Snowboard-Software
Ask data questions in natural language. Get SQL, insights, and charts from your…
24246
LoganZechella
A Model Context Protocol server that enables AI assistants to fetch and underst…
N/A N/A 95
24247
kota1026
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
N/A N/A
24248
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
24249
rushabhjoshi3727
reddit_mcp Claim
N/A N/A 95
24250
SaadAJ
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
81
Showing 24201–24250 of 30006 servers
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