MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56401
gavinz0228
Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling…
N/A N/A
56402
OpenSoul-MCP
OpenSoul MCP Claim
An open-source personality profiling system that enables users to record and an…
81
56403
raerdi10-svg
bjn-uy-mcp Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
56404
atcuality2021
Lore Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
N/A N/A
56405
aws-mcp Claim 1
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
N/A N/A 81
56406
astrogilda
waitbus Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
N/A N/A
56407
dhananjay1405
Enables Large Language Models to access and query Tally Prime ERP data, includi…
56408
malinoto
TracePass Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
56409
vishal1145
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
56410
dmorrill
A Gmail MCP server with native multi-account support, enabling management of mu…
56411
lukleh
Provides secure read-only SQL access to PostgreSQL and ClickHouse databases wit…
56412
dinglebear-ai
Arcane RMCP Claim
Arcane Docker and Compose management over MCP and CLI with authenticated stdio …
N/A N/A
56413
unison-labs-ai
backchannel Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
N/A N/A
56414
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
N/A N/A 81
56415
iKennas
Exposes local file I/O, a restricted shell whitelist, and SQLite helpers for sa…
N/A N/A
56416
brynmrgn
A thin MCP connector to UK Parliament's public APIs and Members OData endpoint,…
56417
qso
An MCP server that provides AI-powered image generation through Google Gemini m…
81
56418
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
56419
kimkitae
mobile-mcp Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
N/A N/A
56420
yogeshsraju-max
zoho-recruit Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
56421
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
56422
FoundryNet
x402-gated geocoding + distance gateway. Tools: geocode, distance.
56423
co-browser
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
81
56424
CSE MCP Claim 2
MCP server for Colombo Stock Exchange data
N/A N/A 81
56425
JuhongPark
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
N/A N/A
56426 N/A N/A 95
56427
elicad-keyns
Enables AI agents to manage Yandex Tracker tasks with tools for creating, readi…
56428
kevint-cerebras
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
N/A N/A 75
56429
papjuli
xkcdai Claim
An MCP server that finds relevant xkcd comics during conversation by semantical…
56430
antra-tess
Interactive, persistent terminal sessions for AI assistants via Model Context P…
N/A N/A
56431
nitesh-kumar-pandey
Enables AI assistants to perform GitHub operations such as creating repositorie…
56432
evanlouie
Enables LLMs to fetch and extract web content as markdown with browser imperson…
N/A N/A
56433
piter5285
Enables hybrid search and agentic retrieval over Confluence pages via MCP tools…
56434
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
56435
meob
Euclid-MCP Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
N/A N/A
56436
arjunthilak05
Allows Claude Code to request an independent code review from Google Antigravit…
N/A N/A
56437
glh230
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
N/A N/A
56438
danielckv
llmsproxy Claim
Connects MCP clients (Claude Desktop, Cursor, Cline, Zed) to llmsproxy.ai, expo…
N/A N/A
56439
DevRico003
Provides AI agents and coding assistants with image generation and editing capa…
56440
zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and Uni…
56441
philipaidanbooth
Enables LLMs to search and retrieve Latin word definitions and lemmas from the …
N/A N/A
56442
lxnewayfarer
Enables AI agents to interact with GitLab via a restricted set of 9 tools using…
56443
rmdes
micropub-mcp Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
N/A N/A
56444
sdntechforum
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
56445
galatanovidiu
Enables WordPress content management through the Model Context Protocol, allowi…
56446
ChrisArrington
Connects Claude to your Yahoo Fantasy Baseball team, enabling lineup management…
N/A N/A
56447
smarzola
Loads Apple Health export data into a local SQLite database and exposes tools t…
N/A N/A
56448
Dawdler-G
Enables automation of native Windows desktop applications through screen captur…
N/A N/A
56449
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
N/A N/A
56450
Jah-yee
An MCP server that generates professional infrastructure diagrams using the Pyt…
N/A N/A
Showing 56401–56450 of 66495 servers