MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44251
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
N/A N/A
44252
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
44253
1261752824
cq_mini Claim
N/A N/A 95
44254
dreamlaunchersin
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
N/A N/A 95
44255
iflow-mcp
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
N/A N/A
44256 N/A N/A 95
44257 N/A N/A 95
44258
fastmcp-me
Enables AI-powered music generation through natural language commands, supporti…
44259
baijuw
Enables network configuration, connectivity testing, and routing management for…
44260
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
44261
Webdev3-digi
fastalert Claim
N/A N/A 95
44262
cloudflare
Workers observability and debugging. Inspect application logs, analytics, and r…
81
44263
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
44264
spiritledsoftware
Caplets Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
44265
latiftplgu
Astro Charts Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
N/A N/A 95
44266
sagar1012
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
44267
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
81
44268
LKbaba
grok-mcp Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
44269
skyhook-io
Radar Claim
Radar is an open-source Kubernetes observability and diagnostics MCP server. It…
44270
MCP-Mirror
Routes MCP requests intelligently to multiple backend servers through a single …
81
44271
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
44272
olaservo
Enables AI-assisted code review with bias mitigation strategies through cross-m…
81
44273
allora-network
Enables AI systems to fetch machine learning inferences and prediction market d…
44274
godson
godson_123 Claim
N/A N/A 95
44275
jlewitt1
Keshro MCP Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
N/A N/A
44276
Vellarasan
hevy-mcp Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
44277
xiaoshi7915
A versatile MCP server that connects to multiple relational databases (MySQL, P…
N/A N/A
44278
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
81
44279
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
81
44280
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
N/A N/A 95
44281
nooriedhingra
twoslides Claim
N/A N/A 95
44282
akhilthomas236
GitScribe Claim
GitScribe is an MCP server that enables intelligent web scraping of Git-based d…
44283
namitbhardwaj
grgdbsd Claim
N/A N/A 95
44284 N/A N/A 95
44285
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
N/A N/A
44286
tchardonnens
Enables management of Google Maps saved places through a SQLite database. Allow…
N/A N/A 95
44287
Isak-Landin
Docker MCP Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
N/A N/A
44288
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
44289
zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and Uni…
44290
mnemopay
Mnemopaysdk Claim
N/A N/A 95
44291
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
N/A N/A 95
44292
thananauto
Provides utility tools including random jokes, current weather, and name-based …
44293
KK9457
czxs5 Claim
N/A N/A 95
44294
lispking
A Model Context Protocol server that enables AI models to interact with the Mon…
81
44295
saikandikatta
An MCP server that finds cheap flights with flexible dates and smart suggestion…
44296
dorisashehi
A basic Model Context Protocol server implementation that demonstrates core MCP…
81
44297
benro
A multi-domain productivity tool that currently enables job search automation, …
81
44298
toughcustomerai
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
81
44299
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
N/A N/A 95
44300
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
Showing 44251–44300 of 45235 servers
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