MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45401
baxishrey
A TypeScript MCP server that connects AI agents to Black Duck Coverity Connect …
— ○ ⏳ — N/A N/A — — —
45402
domainlab-app
Domain Lab Claim
Track domain expiry, DNS, SSL and email security across registrars, and explain…
— ○ ⏳ — — — — — —
45403
abicyclerider
semarcy-mcp Claim
MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xD…
— ○ ⏳ — N/A N/A — — —
45404
SiftingIO
MCP server that provides access to SiftingIO market data, including live prices…
— ○ ⏳ — — — — — —
45405
cessda
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
— ○ ⏳ — N/A N/A — — —
45406
vexxhost
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
— ○ ⏳ — N/A N/A — — —
45407
robincoelho
Connects Lelly.chat workspace with AI agents, offering tools for tasks, reminde…
— ○ ⏳ — — — — — —
45408
BigKAA
qmcp Claim
Semantic search server for code and documentation using Qdrant vector database.…
— ○ ⏳ — N/A N/A — — —
45409
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
— ○ ⏳ — — — — — —
45410
Dswane
Self-learning operational context layer for AI sports agents. Profile 001: golf.
— ○ ⏳ — N/A N/A — — —
45411
thesammykins
poke_discord Claim
Enables interaction with Discord through natural language, including reading an…
— ○ ⏳ — — — — — —
45412
CSOAI-ORG
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
— ○ ⏳ — N/A N/A — — —
45413
sjgant80-hub
foldkit Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — N/A N/A — — —
45414
LxyMp
A Vision Bridge MCP Server that enables text-only models to call vision models …
— ○ ⏳ — — — — — —
45415
LogPulse Claim 1
Changelogs for coding agents: versions, breaking changes, migrations. Free chan…
— ○ — — — — 67 —
45416
madeonsol
madeonsol Claim
Solana KOL trading intelligence & deployer analytics via x402 micropayments or …
— ○ ⏳ — N/A N/A — — —
45417
AiAgentKarl
Enables AI agents to render interactive user interfaces such as forms, dashboar…
— ○ ⏳ — — — — — —
45418
scthornton
SecMCP Claim
MCP servers exposing security operations tools (VirusTotal, MITRE Caldera, Lima…
— ○ ⏳ — N/A N/A — — —
45419
i2mint
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
— ○ ⏳ — — — — — —
45420
gkastanis
ecl_mcp Claim
Provides AI agents with access to the European Commission's Component Library d…
— ○ ⏳ — N/A N/A — — —
45421
yufeioptimal
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
— ○ ⏳ — N/A N/A — — —
45422
gabrielmahia
nyumba-mcp Claim
MCP server for Kenya housing — rental market guide, tenant rights, building per…
— ○ ⏳ — N/A N/A — — —
45423
pranavkarthik10
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
— ○ ⏳ — — — — 81 —
45424
theastraway
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
— ○ ⏳ — — — — — —
45425
isaac-wx2g
flatland Claim
Financial modeling engine for AI agents. Build typed P&Ls, run scenario analysi…
— ○ ⏳ — N/A N/A — 95 —
45426
silen4-zg
MCP server for SYMONE — search motorcycle transport routes in France. Paris↔Mar…
— ○ ⏳ — — — — — —
45427
yushulx
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
— ○ ⏳ — — — — — —
45428
richard-luc
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
— ○ ⏳ — N/A N/A — — —
45429
veup-engineering
MCP Iconik Claim
MCP server providing tools for the Iconik media asset management API. Supports …
— ○ ⏳ — — — — — —
45430 — ○ ⏳ — N/A N/A — 95 —
45431
Rastro-AI
Rastro MCP Claim
MCP server for Rastro catalog operations, exposing catalog, service, execution,…
— ○ ⏳ — — — — — —
45432
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
— ○ ⏳ — N/A N/A — — —
45433
mrexodia
Test MCP Claim
A minimal MCP server template for testing and development, providing example im…
— ○ ⏳ — N/A N/A — — —
45434
pipeworx-io
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
— ○ ⏳ — — — — — —
45435
krondor-corp
libre-mcp Claim
MCP server for controlling LibreOffice (Writer and Calc) via the UNO API, enabl…
— ○ ⏳ — N/A N/A — — —
45436
ArtemGontar
Yomio Claim
Read Yomio expense, income, account, budget, and spending data in an MCP-compat…
— ○ ⏳ — — — — — —
45437
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
— ○ ⏳ — — — — 81 —
45438
sabiertas
Enables AI assistants to manage Bricks Builder pages, templates, and elements v…
— ○ ⏳ — — — — — —
45439
yakovpakhomov
MCP server for Bitrix24 CRM integration, enabling AI agents to manage contacts,…
— ○ ⏳ — N/A N/A — — —
45440
zoharbabin
Production-grade MCP server for web search (Google, Brave, Serper, SearXNG, Sea…
— ○ ⏳ — — — — — —
45441
IBM
Model Context Protocol (MCP) server for interacting with IBM Storage Scale clus…
— ○ ⏳ — N/A N/A — — —
45442
Frank-Tech
Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, …
— ○ ⏳ — — — — — —
45443
EveryMethod
Enables natural-language control of AutoCAD LT for automation and headless DXF …
— ○ ⏳ — — — — — —
45444
atfinke
MCP server for anonymous OpenTable restaurant discovery and availability checki…
— ○ ⏳ — N/A N/A — — —
45445
civicteam
X402 MCP Claim
Enables micropayments for MCP tool invocations using the X402 payment protocol,…
— ○ ⏳ — — — — — —
45446
moawizbinyamin
A comprehensive MCP server providing 21+ tools for mathematical operations, str…
— ○ ⏳ — N/A N/A — — —
45447
deja111vu
docuflow Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
— ○ ⏳ — N/A N/A — — —
45448
maxkuminov
obsidian-mcp Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
— ○ ⏳ — N/A N/A — — —
45449
moxus
Enables interaction with Intervals.icu data, including activities, wellness, an…
— ○ ⏳ — — — — — —
45450
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
— ○ ⏳ — N/A N/A — — —
Showing 45401–45450 of 69261 servers
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