MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39451
radmail-ai
RadMail MCP Claim
An MCP server that provides an email operating system for AI agents, enabling i…
— ○ ⏳ — — — — — —
39452
bramboe
Enables AI assistants to search New York Times Cooking recipes, fetch full reci…
— ○ ⏳ — — — — — —
39453
Sighthesia
Enables AI to present options and launch an interactive web or terminal interfa…
— ○ ⏳ — N/A N/A — — —
39454
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
— ○ ⏳ — N/A N/A — 83 —
39455
mushroomfk
Provides local desktop agents with durable project memory and safety gates for …
— ○ ⏳ — N/A N/A — — —
39456
Enddn
Enables caregivers to log daily care activities and generate draft notification…
— ○ ⏳ — — — — — —
39457
emily397
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
— ○ ⏳ — — — — — —
39458
kaleburannengsha-hue
A local MCP browser control bridge that enables control of Chrome browser via 1…
— ○ ⏳ — N/A N/A — — —
39459
alc0der
Enables SQL queries against git repositories via MergeStat, allowing users to a…
— ○ ⏳ — N/A N/A — — —
39460
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
— ○ ⏳ — N/A N/A — — —
39461
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
— ○ ⏳ — N/A N/A — — —
39462
TENEKS Claim
Find recorded calls and meetings, read transcripts, and ask questions grounded …
— ○ ⏳ — — — — — —
39463
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
— ○ ⏳ — — — — 81 —
39464
bpweatherill
A local MCP server providing read-only access to documents like Word, PDF, Exce…
— ○ ⏳ — N/A N/A — — —
39465
datalattice
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
— ○ ⏳ — N/A N/A — — —
39466
livemau5
fivetran-mcp Claim
A hybrid Fivetran MCP server with 23 native tools for common data engineering t…
— ○ ⏳ — — — — — —
39467
raxITlabs
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
— ○ ⏳ — — — — — —
39468
ElmoJones3
diamond Claim
Enables AI assistants to search and read offline documentation from synced libr…
— ○ ⏳ — N/A N/A — — —
39469
infoway-api
Gives AI assistants access to real-time financial data including stock prices, …
— ○ ⏳ — — — — — —
39470
samrathp29
Enables Claude to screen studies in Covidence by reading the live page and cast…
— ○ ⏳ — N/A N/A — — —
39471
HosakaKeigo
x-mcp-server Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
— ○ ⏳ — N/A N/A — — —
39472
Aidress-ai
aidress Claim
Verify, discover, and rate AI agents before transacting.
— ○ ⏳ — N/A N/A — — —
39473
theastraway
Oscar Claim
Enables users to ask questions about Neo4j, Cypher, GraphRAG, and ontology engi…
— ○ ⏳ — — — — — —
39474
mcbuddy
TestivAI Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
— ○ ⏳ — N/A N/A — — —
39475
IDragos94
codemesh Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
— ○ ⏳ — N/A N/A — — —
39476
alehayeb
Provides MCP tools for setting up and managing Hephaestus development environme…
— ○ ⏳ — N/A N/A — — —
39477
u-akira
toio-mcp Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
— ○ ⏳ — N/A N/A — — —
39478
kuyen-labs
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
— ○ ⏳ — — — — — —
39479
matematicsolutions
tr-eli-mcp Claim
An MCP server for accessing Turkish legislation (laws, regulations, decrees) vi…
— ○ ⏳ — — — — — —
39480
yunusemregul
Enables AI assistants to programmatically manage Bitbucket Cloud resources, inc…
— ○ ⏳ — — — — — —
39481
0xAkuti
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
— ○ ⏳ — — — — — —
39482 — ○ ⏳ — N/A N/A — 95 —
39483
Sandell0
LLM rankings from public benchmarks, model comparisons and source-linked result…
— ○ ⏳ — — — — — —
39484
woodstocksoftware
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
— ○ ⏳ — N/A N/A — — —
39485
Apoorva5544
A production-ready MCP server providing file, system, math, and text utilities …
— ○ ⏳ — N/A N/A — — —
39486 — ○ ⏳ — N/A N/A — 95 —
39487
median-labs
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced,…
— ○ ⏳ — — — — — —
39488
team886
Marketplace of vetted agents with automated security scans plus human review, c…
— ○ ⏳ — — — — — —
39489
kimkitae
mobile-mcp Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
— ○ ⏳ — N/A N/A — — —
39490
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
— ○ ⏳ — N/A N/A — — —
39491
gredevelopment
arca-mcp Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
— ○ ⏳ — N/A N/A — — —
39492
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
— ○ ⏳ — N/A N/A — — —
39493
octopilot
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
— ○ ⏳ — — — — — —
39494
Descomplicar-Marketing-e-Tecnologia
mcp-whatsms Claim
Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS,…
— ○ ⏳ — — — — — —
39495
eltociear
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
— ○ ⏳ — N/A N/A — — —
39496
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
— ○ ⏳ — — — — 81 —
39497
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
— ○ ⏳ — N/A N/A — — —
39498
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
— ○ ⏳ — — — — — —
39499
Ikaleio
Provides browser automation capabilities using Patchright, enabling LLMs to int…
— ○ ⏳ — — — — — —
39500
ishumilin
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
— ○ ⏳ — — — — — —
Showing 39451–39500 of 69400 servers
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