MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32601
hhy5562877
Douyin MCP Claim
Enables AI assistants to access Douyin (TikTok China) data including video sear…
N/A N/A
32602
dukeguykr
nara-bid-mcp Claim
Enables searching Korean procurement notices from the public data portal, with …
32603
IIIJHORDANIII
Reads website pages and generates one cohesive image per page, with no text and…
N/A N/A
32604
Zhong-y-j
Agent-Cortex Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
32605
bounded-systems
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
N/A N/A
32606
neverprepared
Converts Markdown files to Atlassian Document Format and publishes them to Conf…
32607
Zutrix-Technologies
Connect your AI tools to Zutrix SEO data, enabling access to projects, keywords…
32608
Schneckenhausmann
MCP server that provides read access to Plausible Analytics data with natural-l…
32609
panoskiriakopoulos-sys
MCP server for the Rizerve direct booking platform. Enables managing properties…
32610
awesome0w
Enables local data discovery by indexing metadata from SQLite, CSV, and Markdow…
N/A N/A
32611
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
32612
ruchy-mcp Claim 2
MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpil…
N/A N/A 81
32613
smamidipaka6
Connects AI agents to Google Flights data, enabling retrieval of flight informa…
N/A N/A
32614
AlexlaGuardia
Warden Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
N/A N/A
32615
wdvipa
py-har-mcp Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
N/A N/A
32616
RomitDeokar
mcp-spotify Claim
A Model Context Protocol server that enables searching and managing Spotify mus…
32617
pipeworx-io
Enables access to City of Montreal open data through the CKAN API, allowing que…
32618
DavidMelamed
A read-only MCP server that provides access to Colorado crash records, attorney…
32619
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
N/A N/A 95
32620
hectortemich
Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables …
32621
takltc
Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new…
N/A N/A
32622
CSOAI-ORG
blockchain-ai-mcp MCP server by MEOK AI Labs
N/A N/A
32623
DLeibner
mcplint Claim
Statically audits MCP tool surfaces for token cost, schema quality, and design …
32624
Descomplicar-Marketing-e-Tecnologia
mcp-whatsms Claim
Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS,…
32625
baleen37
Stores journal entries locally with semantic search using multilingual embeddin…
N/A N/A
32626
pipeworx-io
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
32627
aserper
spark-mcp Claim
MCP server for the Spark Membership platform enabling class scheduling, booking…
32628
lordbasilaiassistant-sudo
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
32629
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
32630
polygraphso
Polygraph Claim
Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…
N/A N/A
32631
MunhoLau
Security-hardened MCP server for interacting with X.com (Twitter), with a fix t…
32632
laddro-app
Tailor resumes, generate cover letters, render CVs as PDF, and browse 22+ templ…
32633
ProSuite
prosuite-mcp Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
32634
alejandrotrevinom96-max
cutgent Claim
Enables Claude to control a full-stack video editor by issuing commands to add …
N/A N/A
32635
KilianSen
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
32636
Maheidem
Enables AI assistants to search, read, and download attachments from Gmail usin…
N/A N/A
32637
devmaster-x
A filesystem-backed MCP server with REST API for AI tool integration and projec…
N/A N/A
32638
supercorp-ai
shell-mcp Claim
Gives AI agents shell access by providing a run_command tool for executing shel…
N/A N/A
32639
itsbharatj
Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and…
N/A N/A
32640
JAYAKRISHNA-AI-ENGINEER
A demo MCP server built with FastMCP that provides simple arithmetic and weathe…
N/A N/A
32641
eltociear
EVM contract/token risk check + ERC20 approval (proxy, EIP-7702, unlimited-allo…
N/A N/A
32642
igrechuhin
Cortex Claim
Cortex is an MCP server that helps build and maintain a project Memory Bank for…
N/A N/A
32643
alaarab
LiveMCP Claim
Turns Ableton Live into an MCP-accessible control surface, providing tools for …
N/A N/A
32644
iamatulsingh
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
32645
move-32
A read-only Google Drive MCP server that allows searching files, reading file c…
N/A N/A
32646
ksmuvva
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
N/A N/A
32647
jafarimohammad
Enables AI assistants to interact with Azure DevOps Server 2022 through natural…
32648
tohmze
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
N/A N/A
32649
anujkumar8076
Routes SKILL.md libraries to any MCP client, enabling task matching and skill l…
N/A N/A
32650
kustodia
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
81
Showing 32601–32650 of 66549 servers
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