MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40451
Muhammad-Sarfaraz
Enables querying DuckDuckGo Instant Answer API for search results.
40452
larryhudson
Enables Claude to interact with Linear tasks and issues via MCP tools for retri…
40453
jeromelabophy-gif
Synaptex Claim
Syncs CLAUDE.md files across repos, builds a semantic index, and exposes search…
40454
codefromkarl
ContextAtlas Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
N/A N/A
40455
zealoushacker
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
40456
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
N/A N/A 95
40457
PaulvonBerg
Provides unified access to Deutsche Bahn APIs for real-time railway data, stati…
40458
cyanheads
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
40459
JosieBot26
Finds and verifies business email addresses using DNS/SMTP verification and web…
40460
dosco
GraphJin Claim
Enables AI assistants to query databases using natural language, with automatic…
40461
iamfiscus
Provides D3 visualization documentation, chart recommendations, and code genera…
40462
sundai-club
An MCP server that enables AI agents to engage in structured deep thinking and …
N/A N/A
40463
janfincke
An MCP server that provides AI assistants with access to the EARLY time trackin…
40464
code-alchemist01
Enables AI assistants to interact with and manage multiple database types (Post…
N/A N/A
40465
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
40466
Influship
Influship Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
40467
joestar817
Enables interaction with Legado Web API via MCP, allowing AI-assisted debugging…
40468
DeepTempo
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
40469
skepty2333
Enables querying and retrieval of structured video summaries from a SQLite know…
40470
DrSmile444
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
N/A N/A
40471
aryan-agrawal-glean
Enables LLMs and AI assistants to interact with Tilt development environments, …
N/A N/A
40472
universal-mcp
Provides a standardized interface for interacting with Unipile's tools and serv…
40473
matamong
memmd-mcp Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
N/A N/A
40474
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
40475
chuckwilliams37
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
40476
Abhishek-Maheshwari-778
Automates sales data analysis by cleaning CSV, generating AI insights, creating…
N/A N/A
40477
tjackiet
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
40478
MeruLocal
Discovers, identifies, and governs bots on your website with MCP tools for scan…
N/A N/A
40479
codepeel
Enables AI agents to review code diffs for bugs, security issues, and bad patte…
40480
srinivassrinu842
Enterprise-grade MCP server exposing Ansible Automation Platform 2.x as a compl…
40481
antonio-orionus
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
N/A N/A
40482
yeshsurya
Provides AI assistants with comprehensive access to the Anime.js animation libr…
40483
yusaaztrk
Provides Brazilian vehicle price information using FIPE API, enabling users to …
40484
devemberx
A Model Context Protocol (MCP) server for Polarion ALM. Lets AI assistants read…
40485
dominodatalab
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
N/A N/A
40486
intuit
A comprehensive Model Context Protocol server providing full CRUD operations fo…
N/A N/A
40487
dremaker
lark-mcp Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
40488
Eyalm321
dynadot-mcp Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
40489
KeerthiNingegowda
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
40490
RahulModugula
Enables client success teams to get instant, natural-language health reads on c…
N/A N/A
40491
Yaeshio
FreeCAD MCP Claim
Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creati…
40492
nourelhoudaas
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
N/A N/A
40493
jspmern
A TypeScript-based MCP remote server with HTTP transport, token authentication,…
40494
rubencodex86
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
40495
focus-mcp
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
N/A N/A
40496
ai-forever
MCP server that generates images from text prompts using the Kandinsky AI via o…
N/A N/A
40497
areebahmeddd
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
40498
n2ns
n2n-memory Claim
Persists AI's cognitive fragments as a knowledge graph within each project dire…
N/A N/A
40499
UHQ-Actual
DOL WHD MCP Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
40500
wuwux666
Converts unstructured documents into a searchable knowledge base and exposes re…
N/A N/A
Showing 40451–40500 of 43430 servers
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