MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43201
ehsanmsb
A generic, configurable MCP server that makes any MkDocs documentation site sea…
43202
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
N/A N/A
43203
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
43204
fantastic
breeze-mcp Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
81
43205
sailingnaturali
flighty-mcp Claim
A read-only MCP server that exposes personal Flighty app flight data as geo-rea…
N/A N/A
43206
TokenGuard
TokenGuard Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
81
43207
joepangallo
Track AI agent fleet performance, costs, anomalies, and trends.
N/A N/A 95
43208
ifmelate
Enables AI agents to ask clarification questions and receive structured user in…
N/A N/A
43209
sunex
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
81
43210
justice8096
Provides tools to read, write, search, and manage notes in an Obsidian vault vi…
N/A N/A
43211
Duang777
AI-powered competitor analysis agent that scrapes product pages and extracts st…
N/A N/A
43212
CSOAI-ORG
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
43213
PaulieB14
PayQL Claim
PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
43214
hopkins385
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
43215
aaronaalmendarez
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
N/A N/A
43216
astraclawteam
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
N/A N/A
43217
xx5921
Enables AI assistants to have voice conversations and screen sharing capabiliti…
N/A N/A
43218
DipsySu
tmdb-media Claim
Provides tools for AI clients to scan, match, and scrape TMDB metadata for loca…
N/A N/A
43219
AntMesh
Create focus spaces and read user-authorized focus history summaries.
N/A N/A
43220
godson
godson_1 Claim
N/A N/A 95
43221
tboard2008
tutorial Claim
N/A N/A 95
43222
kenji200056
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
N/A N/A
43223
acamolese
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
N/A N/A
43224
TehreemArbab
mcp-jazzcash Claim
Enables AI agents to create hosted checkouts, charge mobile wallets, query tran…
81
43225
yigitkonur
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
81
43226
in40
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
43227
sandraschi
cursor-mcp Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
43228
echoes-io
Enables AI integration with the Echoes storytelling platform, providing narrati…
N/A N/A
43229
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
43230
Djsand
RenderProof Claim
A local-first MCP server that captures rendered web evidence including screensh…
N/A N/A
43231
giauphan
Transforms codebases into a living knowledge graph with AI-powered code analysi…
43232
Soundhannes
jira-mcp Claim
MCP server for Jira Server/Data Center, enabling issue management, comments, at…
43233
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
81
43234
CorpusIQ
corpusiq Claim
Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. No…
43235
jhalsey87
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
N/A N/A
43236
shivankpndy
veil-mcp Claim
A Python framework for building MCP servers with tools and LLM adapters. Enable…
81
43237
ewongz
Provides MCP servers for Claude to access fitness data from Strava and interval…
43238
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
43239
Tyler-Irving
garmin-mcp Claim
Enables Claude to access and query your Garmin Connect data, including sleep, a…
43240
MeenakshiGupta212000
Enables LLMs to autonomously research the web, store knowledge in a local vecto…
N/A N/A
43241
coderadius-ai
coderadius Claim
Enables AI agents to query architecture context, data contracts, and blast radi…
N/A N/A
43242
sfdrive223-art
A FastMCP server that dynamically loads tools from Python/YAML file pairs, acti…
N/A N/A
43243
jasondsmith72
Enables direct SSH connections with IP, username, and password without any conf…
43244
mafzaal
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
43245
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
N/A N/A
43246
saichintamani
An MCP server that exposes certifications, projects, and an AI engineering lear…
N/A N/A
43247
mikz
A read-only MCP server for SimpleShop accounting data, enabling AI agents to fi…
43248
yunusb
GitLab MCP Claim
Enables GitLab repository management, including branches, merge requests, issue…
N/A N/A
43249
soundstear
sdadasads Claim
N/A N/A 95
43250
tengzhijian
Weather MCP Claim
A MCP server for querying real-time weather information for any city worldwide …
Showing 43201–43250 of 67197 servers
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