MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54151
PXSR
A smart MCP server for multi-engine web search with AI-powered results, support…
54152
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
54153
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
54154
rajatk10
A simple MCP server for fetching movie and TV show data from TMDB and OMDB APIs…
54155
depthy-io
depthy-mcp Claim
Gives AI assistants access to real-time crypto market structure data from Depth…
N/A N/A
54156
Purv123
Orchestrates end-to-end testing of AI-powered incident remediation workflows th…
81
54157
Doran56
Remplir un constat amiable et recevoir le PDF signé par email, directement en c…
54158
marcosfpina
Enables AI assistants like Claude to manage LLM inference by controlling model …
N/A N/A
54159
slamb2k
glam-mcp Claim
Enhances AI-assisted development with intelligent context, team awareness, and …
54160
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
54161
Aamish-001
Astro Agent Claim
Provides live astronomical telemetry and space data, including ISS tracking, NA…
54162
caskmcp
CaskMCP Claim
Turns any web API into a governed, agent-ready MCP server with lockfile-based a…
N/A N/A
54163
jonigl
Demonstrates how to create a simple MCP server with streamable HTTP transport, …
N/A N/A
54164
Ranch-Hand-Robotics
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
N/A N/A 95
54165
MLMecham
eda-mcp Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
N/A N/A
54166
StigLau
An AI-powered MCP server for intelligent video processing, enabling automated a…
N/A N/A
54167
tripcher
mcp-canon Claim
Universal MCP knowledge server for LLM agents, powered by local RAG, providing …
54168
madguyevans-creator
AI-powered multi-platform C2C resale toolkit — 8 Claude Code skills + MCP serve…
N/A N/A
54169
souviks22
Enables querying a local SQLite database and fetching live weather data through…
N/A N/A
54170
znlnzi
Manages Claude Code configuration and provides cross-session intelligent memory…
N/A N/A
54171
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
81
54172
fastmcp-me
Enables AI assistants and applications to interact with Airtable bases through …
54173
AethereusRiyaAgrawal
Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, su…
54174
proofsh
Bridges Granola.ai meeting intelligence with Claude Desktop, enabling natural l…
N/A N/A
54175
rafael-fae
Centralizes multi-agent team workflows, providing Kanban, audit timeline, score…
N/A N/A
54176
dennischoubot-glitch
synauth-mcp Claim
Biometric authorization for AI agent actions via Face ID on iPhone, enabling se…
54177
odesh009
A comprehensive MCP server for Bitbucket integration, providing 27 tools to man…
54178
kanishka3000
Checks domain name availability using the WhoisJSON API, returning registration…
54179
dylangroos
An MCP server that provides weather alerts and forecasts for US locations using…
54180
malkreide
MCP server for searching Swiss court decisions from federal and cantonal courts…
54181
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
54182
BuildAppolis
env-mcp Claim
Secure environment variable and configuration management MCP server with Claude…
N/A N/A
54183
risk-ai
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
54184
byviz
Transforms Elasticsearch into an AI-powered observability engine for analyzing …
54185
device-context-protocol
dcp Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
N/A N/A
54186
arlansantos
Enables users to search and explore a bookstore catalog including books, author…
54187
xysr007
wiki-mcp Claim
Retrieval-augmented MCP server for company project documents (Markdown, Word, E…
54188
LostSunset
Enables Claude Code to convert PDF files to high-quality PNG images, download a…
N/A N/A
54189
cubicecho
A server that serves reusable markdown skills (instructions, playbooks, referen…
54190
bensleveritt
Enables AI assistants to create, read, update, and delete data in local-first a…
N/A N/A
54191
rnakashima1
A read-only MCP server that exposes articles and photos from Local News Matters…
54192
mbufkin
Cloakbox Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
N/A N/A
54193
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
54194
cktbarking
Enables searching academic papers on Semantic Scholar and downloading their PDF…
54195
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
54196
georgittanchev
Drop-in replacement for Claude's native web_search and web_fetch tools, resolvi…
N/A N/A
54197
lbeyonl
Enables AI agents to search, compare prices, and get details on discounted and …
54198
nnnunezr
Switchboard Claim
A dashboard and MCP server for managing local development servers, enabling Cla…
N/A N/A
54199
Treeeeeeeeeeeeee
lsl-mcp Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
N/A N/A
54200
pubspro
medterms-mcp Claim
Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents
Showing 54151–54200 of 67226 servers