MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42701
hwang-yh-cto
space-ocr Claim
Multilingual structured OCR with verified per-character bboxes for AI agents.
N/A N/A
42702
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
42703
Just-Fix
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
42704
mcp-agents
An MCP server for generating dad jokes based on a given topic, with support for…
42705
reservoirprotocol
Relay Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
N/A N/A 83
42706
kodey-ai
Find and enrich B2B contacts and companies for prospecting and outreach. Uncove…
N/A N/A 95
42707
aegis-dq
aegis-dq Claim
Agentic data quality framework that runs structured rules against warehouses (D…
N/A N/A
42708
ssatanis
Claidex MCP Claim
Biomedical failure intelligence platform for terminated trials and translationa…
42709
JigsawStack
OCR + AI = Magic: Extract data from any image in a consistent structure with f…
N/A N/A 95
42710
earonesty
boxpdf Claim
Resource-only MCP server with docs and templates for the boxpdf TypeScript PDF …
N/A N/A
42711
perceptron-ai-inc
A vision MCP server that gives MCP-compatible agents direct access to Perceptro…
42712
marc-shade
Defense-grade cryptographic compliance and analysis tools for MCP, including FI…
42713
Hawkeye-Zaragsoft
Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye A…
N/A N/A
42714
DJDAgentScore
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
N/A N/A 95
42715
FromtendLeap
A Model Context Protocol server that enables Claude and other AI assistants to …
81
42716
pduggusa
Local STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganu…
N/A N/A
42717
agu-oli
Provides Latin NLP tools for tokenization, lemmatization, POS tagging, reported…
42718
monostate
Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
81
42719
beee003
vynn-mcp Claim
MCP server for Vynn — self-improving AI workflows & backtesting.
42720
Jake-Mok-Nelson
Helps support engineers find similar GitHub issues to speed up troubleshooting …
N/A N/A 95
42721
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
N/A N/A 95
42722 N/A N/A 95
42723
stevysmith
Stacktree Claim
Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compat…
42724
kustodia
Agentic escrow payments for AI agents. Create, fund, and release escrow payment…
81
42725
addiinnocent
Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no acc…
N/A N/A
42726
Applied-Artificial-Intelligence-Eurecat
MCP server for EPANET water-distribution network simulation and scenario analys…
N/A N/A
42727
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
42728
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
42729
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
42730
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
N/A N/A
42731
eliezerraj
Provides basic arithmetic calculation tools through an HTTP-accessible MCP serv…
81
42732
dmarcdkim
mcpv1 Claim
N/A N/A 95
42733
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
N/A N/A 95
42734
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
42735
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
81
42736
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
81
42737
miapre
Translate HTML prototypes into Figma using your design system's real components…
N/A N/A 95
42738
theWDY
An MCP server for creating and editing Word, Excel, and PowerPoint documents th…
N/A N/A
42739
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
81
42740
CAIT Claim 1
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
N/A N/A 81
42741
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
81
42742
xiaobenyang-com
logo-analyze Claim
提取任意网站的最佳Logo链接,方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度,自动挑选最合适的版本。节省查找与比对时间,让你的界面呈现更…
N/A N/A 95
42743 N/A N/A 95
42744
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
42745
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42746
simul813
Kindle niche intelligence (demand/competition/BSR/revenue) gated by x402 USDC o…
42747
CSOAI-ORG
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42748
aernouddekker
mailappmcp Claim 1
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
N/A N/A 95
42749
TriangleLabs
Search for high-resolution UI design inspirations from Dribbble by simply enter…
N/A N/A 95
42750
duaraghav8
MCPJungle Claim
Self-hosted MCP Server registry for enterprise AI Agents
N/A N/A 95
Showing 42701–42750 of 43430 servers
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