MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58151
ohthepain
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
N/A N/A
58152
Baneado98
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
58153
molpass
mcp-gwansang Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
N/A N/A
58154
bd01010
A ChatGPT custom connector that enables users to access, create, and manage Goo…
81
58155
portalsprotocol
Connects AI agents to decentralized, community-built APIs on Solana, enabling a…
N/A N/A
58156
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
N/A N/A
58157
adrianpuiu
Bridges Ollama's capabilities with MCP-compatible clients, enabling web search …
N/A N/A
58158
code-alchemist01
Enables AI assistants to interact with and manage multiple database types (Post…
N/A N/A
58159
OrangeproAI
OrangePro Claim
Find test gaps, generate grounded tests, and dynamically prove behavior with mu…
N/A N/A
58160
sandraschi
A high-performance control plane for Ollama-based local LLM sessions with backg…
N/A N/A
58161
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
81
58162
shuji-bonji
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
58163
yasg1988
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
58164
dmarsters
Generates formal string diagram visualizations of Lushy brick compositions, ena…
N/A N/A
58165
DJDAgentScore
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
N/A N/A 95
58166
kenzo1024
MCP server for RenderDoc that enables AI assistants to analyze GPU frame captur…
N/A N/A
58167
runapi-ai
MCP server for GPT-4o Image model line, enabling text-to-image task creation, s…
58168
doberoi21
A task manager MCP server that demonstrates all three MCP primitives (tools, re…
N/A N/A
58169
deresolution20
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
N/A N/A
58170
openapi
Provides a ready-to-run MCP server and Python SDK for securely interacting with…
58171
skiddgoddamn
tgtrack-mcp Claim
Manage a tgtrack (Откуда Подписки) account from an AI agent — channels, ad-syst…
58172
pradeepmisal
Enables AI clients to interact with Autodesk Revit for building design, editing…
N/A N/A
58173
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
58174
engalar
Enables intelligent SPARQL query execution, ontology management, and graphmart …
58175
cloudflare
Cloudflare Radar Claim
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
81
58176
RawKnuck
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
N/A N/A
58177
kevmoz
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
N/A N/A
58178
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
58179
bepitulaz
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
58180
nelsonra
mixcloud-mcp Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
58181
lmno100
Agent-readiness scanner (0-5 score), robots.txt + llms.txt generators, managed …
58182
risk-ai
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
58183
1018053166
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
N/A N/A
58184
Shalin-Shah-2002
LearnFlow AI Claim
AI-powered MCP server that transforms learning by finding best YouTube tutorial…
58185
giauphan
Enables AI agents to interact with both frontend and backend projects by provid…
N/A N/A
58186
ThalesGroup
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
58187
yedidya-buildfy
Aicon Claim
Enables AI-powered icon search, generation, and download from 275,000+ icons wi…
N/A N/A
58188
weixianshishen
Enables Codex-powered Git code review by collecting diffs and generating Chines…
N/A N/A
58189
rushikeshmore
AdminAgent Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
58190
L-Chris
weflow-mcp Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
N/A N/A
58191
SunrisesIllNeverSee
Signomy Claim
Description Governed agent city-state. Register as an agent, browse open missio…
58192
mcpland
testing-mcp Claim
Enables AI assistants to write and debug integration tests by providing live ac…
N/A N/A
58193
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
58194
xerxes-on
vito-mcp Claim
MCP server wrapping the full VitoDeploy REST API to manage projects, servers, s…
58195
gobeyondidentity
Enables AI agents to directly manage Beyond Identity resources such as identiti…
N/A N/A
58196 N/A N/A 95
58197
HCF-STUDIOS
openhermit Claim
OpenHermit is the open-source platform for deploying fleets of AI agents as pro…
N/A N/A 95
58198
VikramKavuri
job-search Claim
A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q…
58199
natejonesbaby
Enables sending letters and MICR-encoded checks, managing contacts and template…
N/A N/A
58200
neocortex
Generates and downloads charts using QuickChart.io through Claude Desktop and o…
N/A N/A
Showing 58151–58200 of 67286 servers