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
32501
tina4stack
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
N/A N/A
32502
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
32503
harnyk
Enables AI agents to send notifications and media (text, photos, documents, vid…
32504
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
N/A N/A 83
32505
Astralchemist
StickyInc Claim
Captures commitments from LLM conversations into a persistent local task list s…
N/A N/A
32506
iancollins27
mailsnail Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
32507
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
32508
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
N/A N/A
32509
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
N/A N/A
32510
andezdev
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
N/A N/A
32511
emokhtareg
A minimal MCP server that provides a single 'hello' tool returning 'Hello, worl…
32512
carsonroell-debug
leadenrich-mcp Claim 1
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max cover…
N/A N/A 67
32513
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
N/A N/A
32514
rsi-ai-platform
Browser-based research MCP server that drives a real Chromium browser via patch…
N/A N/A
32515
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
N/A N/A 95
32516
aarifmms
Keyblind Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
N/A N/A
32517
aviddiviner
skillsmcp Claim
Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activati…
N/A N/A
32518
matthewlboyd
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
32519
Glebenjoy
Hyperliquid perp & spot data: prices, funding, open interest, order book, posit…
N/A N/A
32520
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
32521
denysmilimonko
MCP server for retrieving FAQ and glossary from the hotline.finance insurance s…
32522
trionnemesis
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
32523
codesk90
ShopSignal Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
32524
SergioRico1
thrd Claim
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
N/A N/A 83
32525
cdemeo92
mcp-coding Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
N/A N/A
32526
joshuarichard
Exposes the StatsPlus API as tools for MCP-compatible clients, enabling users t…
32527
hamzashahbaz
outlook-mcp Claim
MCP server that enables Claude to manage Outlook emails, including reading, sen…
N/A N/A
32528
Feynman520
Enables real Excel desktop automation to recalculate formulas, read computed ce…
N/A N/A
32529
Expert-Integrado
Conexa MCP Claim
MCP server that connects AI assistants to the Conexa business management system…
32530
carlosvidal
Enables managing blog posts on Taita Blog via natural language, including creat…
N/A N/A
32531
Olaw2jr
gns3-mcp Claim
Enables AI agents to control GNS3 network emulation labs. Supports building top…
32532
startino
Provides full read-write access to PostgreSQL databases with advanced transacti…
N/A N/A
32533
disasm-dev
Enables AI assistants to generate DataDome and Incapsula clearance tokens witho…
32534
Noche-Creativa
Enables to interact with Zoho Campaigns API v1.1, supporting OAuth2 authenticat…
32535
Kemperino
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
32536
pcmarts
Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and…
32537
Navid-Ishaq
Enables AI assistants to query trusted BigQuery analytics using curated Busines…
32538
maxvbailey
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
N/A N/A
32539
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
32540
Quegenx
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
95
32541
ARAVINDHRAJA123
Enables reviewing BigQuery SQL queries for performance issues, cost estimation,…
32542
aaltat
robocop-mcp Claim
MCP server that helps resolve Robocop static code analysis errors and warnings …
N/A N/A
32543
aj47
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
N/A N/A
32544
TryReelEstate
Turn real-estate listing photos into property videos from your AI assistant.
N/A N/A
32545
leafeye
Enables managing personal finances through the Lunch Money API, including trans…
32546
the-single-gentlemans-club
MCP server for automatic Storybook story generation, component analysis, and va…
N/A N/A
32547
Moeblack
Enables AI agents to generate anime-style images using ComfyUI and Anima models…
32548
ythabti
A minimal, well-commented MCP server designed to teach how MCP servers work, wi…
32549
Gaoshan0971
digeguigui Claim
Global reptile & exotic pet knowledge base. 633 species, AI identification, gen…
32550
ebullient
Vault as MCP Claim
An Obsidian plugin that runs an MCP server, enabling external LLM tools to read…
N/A N/A
Showing 32501–32550 of 67197 servers
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