MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31551
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
81
31552
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
31553
clauxel
A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verd…
31554
xhaiben
test-mcp2 Claim
N/A N/A 95
31555
radimsem
remindb Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
N/A N/A
31556
sharph
Enables interacting with the Lunch Money personal finance API through MCP tools…
N/A N/A 95
31557
rahulrajaram
gptqueue Claim
Enables AI agents to discover each other and exchange typed messages through a …
N/A N/A
31558
theYahia
bepaid-mcp Claim
MCP server for bePaid payment gateway enabling payment operations including cre…
N/A N/A
31559
mitchallen
An MCP server that returns random JSON things — people, words, values, coordina…
31560
SafaAslan
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
N/A N/A
31561
mgorabbani
askdb Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
N/A N/A
31562
bubua12
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
31563
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
31564
alesop95
Local MCP server that provides Italian legal assistance by querying a local cor…
N/A N/A
31565
skdkfk8758
A comprehensive project management and workflow tracking system that integrates…
N/A N/A
31566
Honeyfield-Org
Enables searching and retrieving EU legal documents (regulations, directives, c…
31567
WWE1203
Enables AI agents to manage Cloudflare DNS records, including listing zones and…
31568
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
N/A N/A 95
31569
leadbay
LeadClaw Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
31570
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
31571
Sperax
MCP server for Sperax DeFi ecosystem that enables AI agents to interact with US…
31572
bakebakebakebake
agent-memory Claim
MCP server for zero-config, traceable long-term memory using SQLite, enabling a…
31573
shuji-bonji
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
N/A N/A
31574
1sarthakbhardwaj
A Model Context Protocol (MCP) server that provides a comprehensive interface t…
81
31575
veup-engineering
MCP Iconik Claim
MCP server providing tools for the Iconik media asset management API. Supports …
31576
anirudhbiyani
Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sente…
31577
dodopayments
Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
31578
Qiuerjun
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
N/A N/A
31579
ensismoebius
gmail-mcp Claim
Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for readi…
N/A N/A
31580
pipeworx-io
Enables AI agents to list, read, and fetch gaming news feeds from curated sourc…
31581
SJF-ECNU
CloakBrowser MCP is a Python MCP server that lets agents control a CloakBrowser…
N/A N/A
31582
JoyTruepath
TruePath PDF Claim
Local-only PDF tools for AI — extract text, search, split/merge, render pages. …
N/A N/A
31583
junsimon
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
31584
lktiep
Cortex Hub Claim
Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
31585
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
N/A N/A
31586
dmtr
Enables interaction with Bitbucket repositories through the Model Context Proto…
N/A N/A
31587
GWLlosa
This MCP server provides real-time integration between Elite Dangerous and Clau…
N/A N/A
31588
coreyepstein
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
31589
Agaveis
Hiberden Claim
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NA…
N/A N/A 95
31590
johnisanerd
Apple Maps Claim
Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvis…
31591
dnotitia
akb Claim
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, struct…
N/A N/A
31592
ssm32613-ui
rasa Claim
N/A N/A 95
31593
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
N/A N/A 95
31594
luweizheng
xhs-kit Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
N/A N/A
31595
hycore220
K-Work Trust Claim
Korean business record validation and workflow safety gates for AI agents.
31596
VeChain-AI-Terminal
Enables Claude Desktop to interact with the VeChain blockchain through natural …
31597
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
31598
nyx-builds
A webhook management and delivery service with MCP tools for endpoints, deliver…
N/A N/A
31599
RextonWong
sellabot-mcp Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
N/A N/A
31600
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
81
Showing 31551–31600 of 64798 servers
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