MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63351
horsfallnathan
A Model Context Protocol server that provides programmatic access to Firefly II…
— ○ ⏳ — — — — — —
63352
lemopian
Extracts text content from PDFs and images using Mistral's OCR API, enabling OC…
— ○ ⏳ — N/A N/A — — —
63353
andrewbrereton
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
— ○ ⏳ — N/A N/A — — —
63354
jesslbrown
MCP server for scam-risk checks on job postings, recruiter emails, and company …
— ○ ⏳ — — — — — —
63355
osherai
Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO …
— ○ ⏳ — — — — — —
63356
maicFir
Provides LLMs with local filesystem operations (read/write files, list director…
— ○ ⏳ — N/A N/A — — —
63357
cengizozel
anytype-grpc Claim
Enables AI assistants to control Anytype objects, blocks, and views via its int…
— ○ ⏳ — N/A N/A — — —
63358
wlyonscat
An MCP server that enables AI assistants to interact with LinkedIn, including j…
— ○ ⏳ — N/A N/A — — —
63359
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
— ○ ⏳ — N/A N/A — — —
63360
tamil3yashni-ship-it
Enables AI agents to interact with Angel One brokerage for live market data, po…
— ○ ⏳ — — — — — —
63361
unstrike
Connects AI assistants to AttackForge's Self-Service API with full endpoint cov…
— ○ ⏳ — N/A N/A — — —
63362
medlag
Lets Claude read, create, update, and search records in an Airtable base using …
— ○ ⏳ — — — — — —
63363
Flux-Point-Studios
Enables AI assistants to control Unreal Engine through a native C++ Automation …
— ○ ⏳ — N/A N/A — — —
63364
csh1668
boj-mcp Claim
Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems us…
— ○ ⏳ — — — — — —
63365
avijeett007
testCal Claim
Enables users to get and set meeting appointments in Google Calendar.
— ○ ⏳ — — — — — —
63366
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
— ○ ⏳ — — — — 81 —
63367
sulthonzh
An MCP server for verifying AI-generated code quality, security, and performanc…
— ○ ⏳ — — — — — —
63368
sibilleb
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
— ○ ⏳ — — — — — —
63369
ai-vivid
Enables Claude to explore, analyze, and answer questions about any public GitHu…
— ○ ⏳ — N/A N/A — — —
63370
bepitulaz
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
— ○ ⏳ — — — — — —
63371
Sourav333444
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
— ○ ⏳ — — — — — —
63372
flor3z-github
Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
— ○ ⏳ — — — — — —
63373
r-huijts
Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
— ○ ⏳ — — — — — —
63374
AethereusRiyaAgrawal
Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, su…
— ○ ⏳ — — — — — —
63375
modesty
Enables natural language interaction with ServiceNow Fluent SDK commands, API s…
— ○ ⏳ — — — — — —
63376
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
— ○ ⏳ — — — — 81 —
63377
TGich
MCP server for Dameng database, providing tools to test connection, list tables…
— ○ ⏳ — — — — — —
63378
qasper
Qasper Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
— ○ ⏳ — — — — 81 —
63379
lbeyonl
Enables AI agents to search, compare prices, and get details on discounted and …
— ○ ⏳ — — — — — —
63380
IsaiahDupree
devstack-mcp Claim
Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ eco…
— ○ ⏳ — — — — — —
63381
dataeyesai
Provides web search and page reading capabilities through the DataEyes API.
— ○ ⏳ — — — — — —
63382
abp2204
learn-mcp Claim
An MCP server for agent-guided DSA practice that generates LeetCode-style probl…
— ○ ⏳ — N/A N/A — — —
63383
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
— ○ ⏳ — N/A N/A — — —
63384
KDF25
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
— ○ ⏳ — — — — — —
63385
webkoth
Enables management of Timeweb Cloud resources including servers, databases, Kub…
— ○ ⏳ — N/A N/A — — —
63386
getaiready
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
— ○ ⏳ — N/A N/A — — —
63387
framedparadox
A stdio-to-remote MCP bridge with mTLS client certificate authentication for se…
— ○ ⏳ — N/A N/A — — —
63388
CodingButter
Enables streaming text-to-speech generation using ElevenLabs with real-time aud…
— ○ ⏳ — — — — — —
63389
yahavf6
A lightweight sketch canvas that lets users draw ideas and sync them in real-ti…
— ○ ⏳ — N/A N/A — — —
63390
lagofrrr
mcp-server Claim
Connect AI assistants to your email inbox using the Model Context Protocol (MCP…
— ○ ⏳ — N/A N/A — — —
63391
FornixII
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
— ○ ⏳ — N/A N/A — — —
63392
codeforstartups
Enables AI agents to design cloud architectures, run cost/performance simulatio…
— ○ ⏳ — — — — — —
63393
a-g-e-n-t-s
An MCP server that enables GitHub API operations such as managing repositories,…
— ○ ⏳ — — — — — —
63394
universal-mcp
Provides a standardized interface for interacting with Trello's tools and servi…
— ○ ⏳ — — — — — —
63395
axel-belfort
Password strength evaluation API for AI agents. Score 0-100 with entropy bits, …
— ○ ⏳ — N/A N/A — 95 —
63396
dgutierrez1
An MCP server that runs concurrent, session-isolated Playwright browser context…
— ○ ⏳ — — — — — —
63397
dp-pcs
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
— ○ ⏳ — N/A N/A — — —
63398
vulpicastor
Exposes the host device's current date and time, returning local time with time…
— ○ ⏳ — N/A N/A — — —
63399
dar4datascience
Enables querying Eurostat data using natural language, powered by DuckDB for op…
— ○ ⏳ — — — — — —
63400
Arkya-AI
Ember MCP Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
— ○ ⏳ — N/A N/A — 95 —
Showing 63351–63400 of 69027 servers