MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55401
carolinacherry
MCP server that searches, scores, and ranks GitHub developers for technical rec…
55402
skydeckai
MCP server providing access to US patent data (2000-2024) via Rememberizer's kn…
55403
KarandeepSinghSodhi
Fetches Langfuse observability traces directly into a VS Code coding agent's co…
55404
aaqqjj
Enables AI assistants to maintain persistent conversations and context between …
N/A N/A 95
55405
MananSingh2001
Converts Figma designs into production-ready React components with design token…
55406
data-mindset
faker-server Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
81
55407
selamy-labs
memory-mcp Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
N/A N/A
55408
skiddgoddamn
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
55409
analisaperlengkapan
Enables LLMs to create and manage Google Jules coding sessions programmatically.
55410
yuyao1999
RT-Prompt Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
N/A N/A 95
55411
lynxx007
test Claim
N/A N/A 95
55412
dsoziev1
Enables monitoring Auth0 users by collecting summaries, storing reports in SQLi…
55413
RectiFlex
Manage CenterPoint Connect data across properties, companies, employees, invoic…
N/A N/A 95
55414
heptafox
mcp-sandbox Claim
A public MCP server providing test fixtures for developers and QA, with a singl…
55415
cyranob
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
N/A N/A 95
55416
cyanheads
Offline methodology engine for authorized penetration testing, CTF, and securit…
55417
pepedd864
Agent Sense Claim
Provides AI agents with environmental sensing capabilities including current ti…
N/A N/A 95
55418
Claraxyb
Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…
N/A N/A
55419
CSOAI-ORG
AI explainability and transparency reports for AI agents. Instant transparency …
N/A N/A
55420
shyamayadav154
A Node.js server that enables LLMs to inspect GraphQL schemas and retrieve info…
55421
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 95
55422
abhishekrai43
VulScan-MCP Claim
MCP server that scans project dependencies for security vulnerabilities (CVEs) …
N/A N/A
55423
muhammad-awais-web-dev
Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and…
N/A N/A
55424
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
55425
Slimouzi
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
N/A N/A
55426
synchronicity-labs
Enables AI agents to create lipsync videos, manage assets, and check generation…
55427
axel-belfort
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
81
55428
naushadraien
A local AI agent system that gives any LLM real access to the filesystem, termi…
N/A N/A
55429
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
55430
pab1it0
Enables AI assistants to query Polymarket prediction markets and analyze market…
55431
yuezhongtao
A comprehensive Linux system performance profiler with MCP remote invocation su…
55432
DOsinga
Provides real-time stock price tracking with an interactive dashboard, fetching…
55433
met-claude
meteor Claim
Ejecuta Mets, gestiona contactos y tareas, y lee los datos de tu workspace.
55434 N/A N/A 95
55435
tools-mcp
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
55436
kubulashvili
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
N/A N/A
55437
hieutrtr
Automatically crawl and analyze legacy web applications to generate documentati…
N/A N/A
55438
zombat
S.C.R.U.B. Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
N/A N/A
55439
ElemTran
Web-based feedback collection tool for MCP environments with Markdown, Mermaid …
55440
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
55441
Oreo-Tech
oci-mcp Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
55442
junter1989k-ai
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
55443
khushalB-sf
calendar-mcp Claim
Enables reading your Microsoft 365 calendar to get today's meetings and availab…
N/A N/A
55444
wonderstone843
An MCP server that enables automated quality control for generated images, eval…
N/A N/A
55445
wteja
Enables AI agents to read and manage Microsoft 365/Outlook email and calendar, …
N/A N/A
55446 N/A N/A 95
55447
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
55448
pbtc21
MCP server for interacting with Bitcoin Agents on Stacks blockchain. Bitcoin Ag…
55449
mdtahmidhossain
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
55450
Onandthegr8
Enables querying three synthetic SAP systems (ERP, S/4HANA, BW) for master data…
Showing 55401–55450 of 66495 servers