MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29295
Scored
2097
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36201
gsarti
Enables AI assistants like Claude to search and reference your Apple Notes usin…
N/A N/A 95
36202
emmanuel39hanks
Payment rails for AI agents. Pay merchants in USDC on Base. Dual-protocol: x402…
36203
glitch-cc
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
81
36204
osfrekt
rekt Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
N/A N/A 95
36205
FromtendLeap
A Model Context Protocol server that enables Claude and other AI assistants to …
81
36206
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
36207
pipeworx-io
Enables querying OpenTopography global DEM rasters and point elevations through…
36208
anki-mcp-server Claim 1
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
N/A N/A 81
36209
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
36210
kevint-cerebras
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
N/A N/A 75
36211
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries to view mer…
81
36212
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
36213
carhaix
Oi Claim
Access your Oi setup: teams, contexts, workflows, tools, and more.
36214
zztdandan
A remote MCP image generation server that unifies OpenAI Images and Gemini gene…
36215
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
N/A N/A 83
36216
bizino
MCP server enables AI assistants to interact with BOS ERP System via REST API, …
36217
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
N/A N/A 95
36218
oledmansfeld
Enables Claude to manage the UnoPim Product Information Management system throu…
81
36219
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
36220
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
81
36221
cyanheads
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
N/A N/A
36222
devd3vil
mcpserver1 Claim
N/A N/A 95
36223
dhartunian
Connects to CockroachDB instances and exposes database structures as resources,…
81
36224
Niteowlpt
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
N/A N/A 83
36225
yigitkonur
example-mcp-server-streamable-http-stateless
81
36226
Lea-Wormsser
Enables querying real-time weather data for Israeli cities through natural lang…
N/A N/A
36227
olane-labs
cosync-local Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
N/A N/A 95
36228
noahflk
CalmSEO Claim
SEO MCP server for keyword research, SERP analysis, audits, and Search Console …
36229
GabrielBBaldez
notify-hub Claim
Unified notification MCP server with 36 tools to send messages across 23 channe…
36230
kvrancic
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
N/A N/A
36231
CSOAI-ORG
flashcard-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36232
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
36233
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
36234
fieldcure
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
N/A N/A
36235
llmindset
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
N/A N/A 95
36236
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
36237
Alice0416
Enables University of Toronto students to access academic data from ACORN and Q…
81
36238
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
36239
praveen030686
Yantrix MCP Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
81
36240 N/A N/A 95
36241
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
36242
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
36243
sachin-ybis
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
N/A N/A 95
36244
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
N/A N/A
36245
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
36246
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
36247
asmaaziry19
test Claim
N/A N/A 95
36248
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
36249
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
36250
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
Showing 36201–36250 of 41393 servers
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