MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40701
deresolution20
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
N/A N/A
40702
yangjack8192
Enables to access VEX Robotics Competition data including teams, events, rankin…
40703
VCnoC
Enables multi-dimensional architecture review of technical solutions with web i…
N/A N/A
40704
Weavy-AI
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
40705
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
40706
meimakes
Enables AI assistants to access your Oura Ring health data through OAuth2-authe…
40707
2019-02-18
MCP server for interactive feedback collection via Chrome extension, enabling u…
N/A N/A
40708
ragionex
Dynamic semantic memory for AI assistants that persists across sessions and cli…
40709
rioriost
Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
N/A N/A
40710
hoangpm96
Enables AI agents to read and draw on Figma canvas safely, with built-in safegu…
N/A N/A
40711
binacshera-ui
Professional MCP Server with AST-powered code intelligence, high-performance se…
N/A N/A
40712
xsg22
Enables querying and editing configuration items in Apollo Config Center using …
40713
goodmeta
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
40714
Sensio-cz
docx-mcp Claim
MCP server for generating professionally formatted Word documents (.docx). Supp…
N/A N/A
40715
PascaleBeier
hitkeep Claim
Privacy-first web analytics with a read-only MCP server for aggregate traffic, …
40716
yshpyluk
Integrates TestRail with Claude Code to enable AI-assisted test management work…
N/A N/A
40717
lukleh
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
40718
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
40719
bernieweb3
taste-mcp Claim
MCP server that indexes and serves design skills, guides, and patterns from the…
40720
devd3vil
mcpserver1 Claim
N/A N/A 95
40721
Xsaven
A secure, vector-based task management server for Claude Desktop using sqlite-v…
N/A N/A
40722
hdkiller
Coach Watts Claim
Remote MCP server for training, nutrition, wellness, and performance data with …
40723
Iron-Mark
Read-only MCP server: verify credentials and browse escrows on the Stellar test…
40724
txagscott
roon-mcp Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
N/A N/A
40725
wilderfield
plaid-mcp Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
40726
stonecircle82
Bridges Tufin SecureTrack and SecureChange APIs with AI development workflows, …
N/A N/A
40727
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
40728
Dream-AI-4444
Hanzo MCP Claim
Enables access to Hanzo APIs and Platform capabilities via MCP, along with deve…
N/A N/A
40729
FoundryNet
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
40730
vannet
GotFreeFax Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
40731
AhmadTheTech
Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
40732
dlt-hub
dlt Claim
Enables large language models to retrieve up-to-date and correct information ab…
N/A N/A
40733
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
40734
opendata-collective
Model Context Protocol server for real-time US climate risk and home insurance …
40735
glachana
Exposes Microsoft BCQuality repository (Business Central development best pract…
N/A N/A
40736
rreben
Provides Claude with structured access to a Zettelkasten note system, enabling …
N/A N/A
40737
pipeworx-io
Enables searching and querying Pierce County Open Data datasets via Socrata API…
40738
andrewgl504
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
40739
danimoya
sprinter Claim
A self-hosted backlog tracker with priority scoring and an MCP server, enabling…
40740
TalBenAmii
Enables Claude Code to benchmark llm-d from plain English, providing 35 tools a…
N/A N/A
40741
geo2004
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
N/A N/A
40742
xiaobenyang-com
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
N/A N/A 95
40743
freeplayai
freeplay-mcp Claim
Enables AI agents to interact with Freeplay, an ops platform for AI engineering…
40744
mquan
nimble Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
N/A N/A
40745
amanasmuei
aman-mcp Claim
Exposes identity, tools, workflows, guardrails, and evaluation as MCP tools — s…
N/A N/A
40746
redhat-community-ai-tools
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
40747
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
N/A N/A
40748
FlowMCP
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
81
40749
pipeworx-io
mcp-ocrspace Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
40750
pproenca
unifi-mcp Claim
MCP server that turns Claude into a UniFi network specialist. Manage devices, o…
N/A N/A
Showing 40701–40750 of 67197 servers
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