MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29481
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34151
ValentinOtt
uudb Claim
N/A N/A 95
34152
melihguven98
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
81
34153
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
34154
mcpflow
Enables AI systems to manage Verodat accounts, workspaces, and datasets, includ…
34155
CursorTouch
macos-mcp Claim
A lightweight MCP server that bridges AI agents and macOS, enabling automation …
N/A N/A
34156
clikader
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
34157
eddiedotdev
actiongate Claim
Pre-execution safety layer for autonomous agent wallets. Risk scoring, transact…
34158
r-space-technology-ltd
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
81
34159
techinfobel
MCP server for the Infobel GetData API, enabling AI agents to search businesses…
34160
AmbossTech
Magma MCP Claim
MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI …
34161
k9fr4n
thruk-mcp Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
34162
ValentinOtt
test Claim
N/A N/A 95
34163
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
34164
compute-finance
Live AI compute pricing oracle — real-time LLM model prices across providers
N/A N/A
34165
shivamsharmxa
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
N/A N/A
34166
mcpflow
Enables AI assistants to search for and purchase gift cards, mobile topups, and…
34167
srotzin
MCP server bridging holepunchto/keet-identity-key to the Hive agentic identity …
34168
pipeworx-io
mcp-govinfo Claim
Enables access to full text of US government publications from GovInfo.gov. Int…
34169
FLOX-Foundation
flox-mcp Claim
MCP server for the FLOX trading systems framework. ~30 tools to run backtests, …
N/A N/A
34170
anam-org
Enables managing AI personas, avatars, voices, and sessions from any MCP client…
34171
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
34172
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
34173
pyzack
Enables querying batch status, traceability, and compliance through natural lan…
34174
xiaobenyang-com
Analyze complex questions by systematically breaking down and comparing argumen…
N/A N/A 95
34175
bobwares
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
81
34176
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
34177
clauxel
OAuth scope approvals and consent receipts for remote MCP servers.
34178
markmhendrickson
Provides Bitcoin and Stacks wallet operations including sending, receiving, bal…
N/A N/A
34179
christianalares
nextmove-mcp Claim
Analyzes your repository and suggests the next tasks to work on, presented as n…
N/A N/A
34180
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
N/A N/A 95
34181
JiaweiLin
Manages #TODO comments in source code files, enabling you to add and query TODO…
N/A N/A
34182
fastmcp-me
MCP RAG Claim
A RAG-based knowledge base system supporting document processing, semantic sear…
N/A N/A
34183
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
N/A N/A 95
34184
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
34185
CSOAI-ORG
consciousness-engine-mcp MCP server by MEOK AI Labs
N/A N/A
34186
dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
N/A N/A
34187
ninjacazul
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
34188
legalize-kr
legalize-mcp Claim
Provides tools for querying Korean laws, precedents, administrative rules, and …
N/A N/A
34189
ucp
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
81
34190
corpollc
Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
34191
somacoffeekyoto
imgx Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
N/A N/A 75
34192
Dev-Herni
Gives AI agents real-time access to system metrics, process management, and con…
N/A N/A
34193
CSOAI-ORG
AI-powered translation MCP server with EU AI Act compliance, enabling automated…
N/A N/A
34194
Azure-Samples
Enables face detection and recognition in Agentic AI workflows using Azure Face…
34195
hypnwtykvmpr
Standalone TypeScript MCP server for filesystem operations with robust security…
N/A N/A
34196
Aman-Amith-Shastry
Create and manage tensors to perform linear algebra, matrix decompositions, and…
N/A N/A 95
34197
davidscoreal
CIA Diagnose Claim
Expert business diagnosis engine that analyzes companies across 11 dimensions a…
34198
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
34199
pblarismendi
An MCP server that enables managing GitHub repositories, pull requests, issues,…
34200
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
N/A N/A 95
Showing 34151–34200 of 44165 servers
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