MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50451
TheSkeenAdvantage
mcp-bitsight Claim
Exposes BitSight Security Ratings as tools for AI assistants, enabling queries …
50452
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
50453
locomotive-agency
MCP server for Context Studio, a file-based CMS for governed marketing document…
50454
Aether-liusiqi
cell-mem Claim
An MCP server that provides AI agents with persistent, multi-layered memory ins…
N/A N/A
50455
hasna
feedback-mcp Claim
MCP server for Open Feedback, enabling AI assistants to submit, list, get, upda…
N/A N/A
50456
Ansh642
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
81
50457
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
50458
SindaBNO
eu-filings Claim
Access European company data and financial filings from multiple sources includ…
50459
chriswinsatlife
Enhanced TickTick task management server that provides rich functionality inclu…
N/A N/A 95
50460
groupdocs-watermark
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
N/A N/A
50461
ceeyang-ai
Enables AI agents to generate PDFs from Markdown or URLs, extract text, merge d…
50462
philipvanlewis
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
50463
octotrip
Free, no-login rental car search with real-time pricing.
50464
nsh1l
Enables managing a print queue for office documents via a WinUI GUI, supporting…
50465
klogins-hash
A comprehensive MCP server for managing Scaleway cloud infrastructure, enabling…
N/A N/A
50466
luquimbo
Provides 189 tools across 12 domains to control DaVinci Resolve from any MCP-co…
N/A N/A
50467
zcsabbagh
manim-mcp Claim
MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
N/A N/A
50468
CSOAI-ORG
contract-review-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50469
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
50470
SuppleAardvark
A Model Context Protocol server for exploring and analyzing CSV files, providin…
N/A N/A
50471
rdanieli
tentra-mcp Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
50472
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
50473
xihe-lab
Enables AI coding assistants like Claude Code to perform real-time code linting…
N/A N/A
50474
siffletdata
sifflet-mcp Claim
Enables data observability operations with the Sifflet platform. Supports explo…
50475
kamolc4
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
50476
MukundaKatta
Parse, format, and convert configs across TOML, YAML, and JSON.
N/A N/A
50477
CSOAI-ORG
url-ai-mcp Claim
Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built …
N/A N/A
50478
megamen32
agent-resume Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
N/A N/A
50479
ssdavidai
joeapi Claim
Manage construction project data across clients, contacts, proposals, estimates…
N/A N/A 95
50480
saleshandy
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
N/A N/A
50481
AIops-tools
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
N/A N/A
50482
gorlomi-enzo
Provides global weather data (current conditions, forecasts, air quality) witho…
50483
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
50484
vltansky
Captures and queries browser console logs from all tabs, enabling AI assistants…
N/A N/A
50485
Feyfa
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
50486
Switchboard666
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authe…
81
50487
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
50488
mxz-dddd
mcp-toolmux Claim
Proxy-style MCP tool multiplexer that aggregates multiple downstream stdio MCP …
N/A N/A
50489
MCP-Mirror
Enables AI assistants to execute AWS CLI commands and retrieve service document…
81
50490
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
N/A N/A
50491
conorbronsdon
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
N/A N/A
50492
wylu1037
MCP X Server Claim
Enables you to write, refine, and publish tweets to X (Twitter) using AI assist…
50493
reassignai
reassign Claim
Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-frien…
50494
malci6464
A remote MCP server deployed on Cloudflare Workers that provides Cloudflare obs…
50495
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
50496
TickDB
Real-time & historical market data: forex, stocks, crypto, indices, metals, K-l…
50497
trsdn
Enables AI assistants to search, filter, and analyze Microsoft events (conferen…
50498
Fauxetine
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
N/A N/A
50499
rf-santos
Enables AI assistants to create, read, and manage Draw.io diagrams programmatic…
N/A N/A
50500
iflow-mcp
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
81
Showing 50451–50500 of 67226 servers