MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32551
hi-jin
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
N/A N/A
32552
allora-network
Enables AI systems to fetch machine learning inferences and prediction market d…
32553
muhammedehab35
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
32554
Intuit-CA
Enables full CRUD operations on 29 QuickBooks Online entity types and 11 financ…
N/A N/A
32555
acedev97
Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account au…
32556
QuantaMind-git
Provides instant access to verified, enriched business intelligence for any UK …
32557
rishabhsfdc
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
N/A N/A
32558
kimkun07-k
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
N/A N/A
32559
muslus
AI-powered MCP server that analyzes academic manuscripts and generates ruthless…
N/A N/A
32560
RMRanjit
fetch Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
32561
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
32562
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
32563
cpxazn
mcp-medusa Claim
Exposes Medusa anime automation tools for adding anime and querying seasonal an…
N/A N/A
32564
pipeworx-io
Enables searching and retrieving articles, sections, and tags from The Guardian…
32565
v1truv1us
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
32566
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
81
32567
yigitkonur
example-mcp-server-streamable-http-stateless
81
32568
akbad
MCP server exposing Sourcegraph's AI-enhanced code search capabilities to codin…
N/A N/A
32569
tsdevstack
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
N/A N/A
32570
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
32571
Tairon-ai
Enables AI assistants to perform Aerodrome Finance DEX operations on Base chain…
32572
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
32573
jacoscha
Enables reading D\&D Beyond characters and campaigns through Claude using Playw…
N/A N/A
32574
GongRzhe
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
N/A N/A 95
32575
Fridayxiao
Provides a comprehensive creative thinking tool with methods like structured pr…
N/A N/A
32576
lazymac2x
Cloudflare Workers MCP server: api-mock-server
32577
axel-belfort
Email sending API for AI agents. Send transactional emails programmatically — t…
81
32578
dakofler
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
32579
shreenithi23
A practice project demonstrating how to build Model Context Protocol servers wi…
32580
selfagency
git-mcp Claim
Enables AI agents to perform full Git operations including branching, committin…
N/A N/A
32581
XcodeBazelMCP
A comprehensive MCP server and CLI for Bazel-based Apple platform development, …
N/A N/A
32582
tathagat22
plumb-mcp Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
N/A N/A
32583
pipeworx-io
mcp-rcsb-pdb Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
32584
fjmn2001
Enables checking and validating disk space usage via a single tool, reporting t…
N/A N/A
32585
dingdawg
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
N/A N/A 83
32586
chenkumi
Enables AI assistants to inspect and query a MySQL database through safe, struc…
N/A N/A 95
32587
pipeworx-io
OpenCorporates MCP provides free, no-auth access to global company registry dat…
32588
robert19001-cmyk
mcp-lint Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
N/A N/A
32589
satishpatnayak
MCP Goat Claim
A deliberately vulnerable MCP application for learning MCP security through han…
N/A N/A
32590
PYmili
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
32591
senseiBas
Enables AI assistants to search, read, and append content to notes in an Obsidi…
N/A N/A
32592
ELumya
mcp-openalex Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
32593
woheller69
Enables on-device text translation via a local TranslateGemma LLM API, supporti…
32594 N/A N/A 95
32595
CerevoxAI
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
32596
silentwasd
A minimal MCP server for debugging MCP clients. It echoes back everything it re…
32597
andezdev
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
N/A N/A
32598
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
N/A N/A
32599
yauhen-l
Text2Event Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
32600
scitara-cto
A flexible, extensible framework for building MCP servers with API key authenti…
Showing 32551–32600 of 64766 servers
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