MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49551
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
— ○ ⏳ — — — — 81 —
49552
CSOAI-ORG
England Animal Welfare (Licensing of Activities Involving Animals) Regulations …
— ○ ⏳ — N/A N/A — — —
49553
nirholas
Pay-per-use IBM Granite AI over MCP — chat, code, embeddings, analysis, and for…
— ○ ⏳ — — — — — —
49554
devemberx
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
— ○ ⏳ — — — — — —
49555
lambdamechanic
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
— ○ ⏳ — N/A N/A — — —
49556
lazymac2x
Cloudflare Workers MCP server: agent-loop-detector
— ○ ⏳ — — — — — —
49557
spenserhale
MCP server for AI assistants to interact with Atlassian Jira and Confluence Clo…
— ○ ⏳ — — — — — —
49558
nickcheban
mikrotik-mcp Claim
Provides read-only (with limited address-list management) access to MikroTik Ro…
— ○ ⏳ — — — — — —
49559
SomnathRoyTR
MCP server for downloading images from Figma designs using access tokens. Suppo…
— ○ ⏳ — N/A N/A — — —
49560
sumyapp
Enables AI agents to control multiple independent browser instances in parallel…
— ○ ⏳ — N/A N/A — — —
49561
zhama-ai
A TypeScript framework for building Model Context Protocol servers with a decor…
— ○ ⏳ — N/A N/A — — —
49562
naushadraien
A local AI agent system that gives any LLM real access to the filesystem, termi…
— ○ ⏳ — N/A N/A — — —
49563
Eliya-56
Enables AI assistants to manage Jira issues with full CRUD, transitions, linkin…
— ○ ⏳ — N/A N/A — — —
49564
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
— ○ ⏳ — N/A N/A — 95 —
49565
Able-rip
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
— ○ ⏳ — N/A N/A — — —
49566
mcp-research
MCP server that integrates with Pica to enable seamless interaction with 100+ t…
— ○ ⏳ — — — — — —
49567
acchuang
A remote MCP server deployed on Cloudflare Workers without authentication. Enab…
— ○ ⏳ — — — — — —
49568
danie1net0
Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
— ○ ⏳ — — — — — —
49569
JesseGdotIO
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
— ○ ⏳ — — — — — —
49570
ozgurcd
gograph Claim
An AST-aware structural repository graph engine and MCP server designed for AI …
— ○ ⏳ — N/A N/A — — —
49571
PaytonWebber
sqlite-mcp Claim
Read-only SQLite access for AI agents in a single ~1 MB static binary. Query to…
— ○ ⏳ — N/A N/A — — —
49572
yuvitbatra
Hands Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
— ○ ⏳ — N/A N/A — — —
49573
thornjad
stormscope Claim
Provides real-time US weather data for AI assistants via MCP, including current…
— ○ ⏳ — — — — — —
49574
H129hj
checkmcp Claim
Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-10…
— ○ ⏳ — N/A N/A — — —
49575
dolphinquant
echolon Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
— ○ ⏳ — N/A N/A — — —
49576
parallelixnetwork
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
— ○ ⏳ — — — — — —
49577
faizan45640
Provides tools to interact with the PostEx Merchant API for order creation, tra…
— ○ ⏳ — — — — — —
49578
Bigabou007-dev
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
— ○ ⏳ — — — — — —
49579
UnbearableDev
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
— ○ ⏳ — — — — — —
49580
corgan2222
Enables managing applications, devices, profiles, multicast groups, and downlin…
— ○ ⏳ — N/A N/A — — —
49581
hzy9981
hzy9981 Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
— ○ ⏳ — — — — — —
49582
vtomilin
mermaider Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
— ○ ⏳ — N/A N/A — — —
49583
Straider2
MCP server that enables searching a TOTVS Protheus ERP knowledge base using vec…
— ○ ⏳ — — — — — —
49584
XlogicX
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
— ○ ⏳ — N/A N/A — — —
49585
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
— ○ ⏳ — N/A N/A — — —
49586
plexa-xyz
mcp Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
— ○ ⏳ — N/A N/A — — —
49587
Perufitlife
postwire-mcp Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
— ○ ⏳ — N/A N/A — — —
49588
Osyanne
Read, analyze, create, and edit ProjectLibre project files (.pod/.xml) from Cla…
— ○ ⏳ — N/A N/A — — —
49589
2ca3
A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
— ○ ⏳ — N/A N/A — — —
49590
Vasuaggarwal0509
simple_math Claim
A simple MCP server that provides basic arithmetic operations like add and mult…
— ○ ⏳ — N/A N/A — — —
49591
PurpleLiu
siyuan-mcp Claim
MCP server for SiYuan Note, enabling AI tools to search, read, create, and orga…
— ○ ⏳ — — — — — —
49592
nicoaguerrero
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
— ○ ⏳ — — — — — —
49593
santicalderon
An MCP server that gives Claude Code cross-session memory persisted to a plain …
— ○ ⏳ — N/A N/A — — —
49594
rechtssysteem-ai
Lekkage-vrije voorspelling van Nederlandse rechtszaken, getraind op 609.715 uit…
— ○ ⏳ — N/A N/A — — —
49595
HeiSir2014
Enables web search and content fetching via DuckDuckGo without requiring an API…
— ○ ⏳ — — — — — —
49596
pipeworx-io
Enables searching and retrieving detailed information about items from the Smit…
— ○ ⏳ — — — — — —
49597
Bariskau
weblens-mcp Claim
Enables AI agents to fetch and render web pages (including JavaScript-heavy SPA…
— ○ ⏳ — N/A N/A — — —
49598
Pls
perplexity Claim
— ○ ⏳ — N/A N/A — 95 —
49599
shade-solutions
MCP server for Bluesky/AT Protocol enabling LLM clients and agents to authentic…
— ○ ⏳ — — — — — —
49600
MCP-Mirror
Enables direct interaction with AWS S3 buckets through the Model Context Protoc…
— ○ ⏳ — — — — 81 —
Showing 49551–49600 of 69199 servers
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