MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40451
bounded-systems
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
N/A N/A
40452
IIIJHORDANIII
Reads website pages and generates one cohesive image per page, with no text and…
N/A N/A
40453
Zhong-y-j
Agent-Cortex Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
40454
Schneckenhausmann
MCP server that provides read access to Plausible Analytics data with natural-l…
40455
dukeguykr
nara-bid-mcp Claim
Enables searching Korean procurement notices from the public data portal, with …
40456
panoskiriakopoulos-sys
MCP server for the Rizerve direct booking platform. Enables managing properties…
40457
hectortemich
Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables …
40458
SmartPacts
Provides secure, audited MCP servers for Kadena blockchain interactions, includ…
40459
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
40460
smamidipaka6
Connects AI agents to Google Flights data, enabling retrieval of flight informa…
N/A N/A
40461
AlexlaGuardia
Warden Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
N/A N/A
40462
RomitDeokar
mcp-spotify Claim
A Model Context Protocol server that enables searching and managing Spotify mus…
40463
pipeworx-io
Enables access to City of Montreal open data through the CKAN API, allowing que…
40464
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
40465
DavidMelamed
A read-only MCP server that provides access to Colorado crash records, attorney…
40466
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
N/A N/A 95
40467
wdvipa
py-har-mcp Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
N/A N/A
40468
adanb13
cirdan Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
N/A N/A
40469
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
40470
aserper
spark-mcp Claim
MCP server for the Spark Membership platform enabling class scheduling, booking…
40471
polygraphso
Polygraph Claim
Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…
N/A N/A
40472
takltc
Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new…
N/A N/A
40473
Descomplicar-Marketing-e-Tecnologia
mcp-whatsms Claim
Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS,…
40474
baleen37
Stores journal entries locally with semantic search using multilingual embeddin…
N/A N/A
40475
pipeworx-io
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
40476
lordbasilaiassistant-sudo
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
40477
Yoshyaes
SEO MCP server for creators. Ranks Google Search Console opportunities by ad re…
N/A N/A
40478
KilianSen
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
40479
itsbharatj
Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and…
N/A N/A
40480
JAYAKRISHNA-AI-ENGINEER
A demo MCP server built with FastMCP that provides simple arithmetic and weathe…
N/A N/A
40481
ProSuite
prosuite-mcp Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
40482
supercorp-ai
shell-mcp Claim
Gives AI agents shell access by providing a run_command tool for executing shel…
N/A N/A
40483
Maheidem
Enables AI assistants to search, read, and download attachments from Gmail usin…
N/A N/A
40484
devmaster-x
A filesystem-backed MCP server with REST API for AI tool integration and projec…
N/A N/A
40485
MunhoLau
Security-hardened MCP server for interacting with X.com (Twitter), with a fix t…
40486
hushvert
mcp Claim
File conversion for AI agents: office docs, PDF to Word, video, and LLM-ready m…
N/A N/A
40487
jafarimohammad
Enables AI assistants to interact with Azure DevOps Server 2022 through natural…
40488
move-32
A read-only Google Drive MCP server that allows searching files, reading file c…
N/A N/A
40489
ksmuvva
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
N/A N/A
40490
tohmze
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
N/A N/A
40491
anujkumar8076
Routes SKILL.md libraries to any MCP client, enabling task matching and skill l…
N/A N/A
40492
igrechuhin
Cortex Claim
Cortex is an MCP server that helps build and maintain a project Memory Bank for…
N/A N/A
40493
alaarab
LiveMCP Claim
Turns Ableton Live into an MCP-accessible control surface, providing tools for …
N/A N/A
40494
iamatulsingh
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
40495
botverse
botverse Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
N/A N/A
40496
kasssandr
archilles Claim
Enables semantic search over local Calibre libraries via MCP, allowing AI assis…
N/A N/A
40497
creschendo
obsidianMCP Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
N/A N/A
40498
QuantMLResearch
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
N/A N/A
40499
brandonyoungdev
tldx-mcp Claim
An MCP server for tldx that allows AI agents to brainstorm brand names and inst…
N/A N/A
40500
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
N/A N/A
Showing 40451–40500 of 66534 servers
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