MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62251
DonghwanJeong
Read-only MCP server for finding Discord messages. It enables searching guild m…
62252
uoparaji
A Model Context Protocol server that connects AI assistants to Salesforce orgs,…
N/A N/A
62253
universal-mcp
Provides a standardized interface for interacting with Cal-com-v2's tools and s…
62254
avijeett007
testCal Claim
Enables users to get and set meeting appointments in Google Calendar.
62255
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
62256
AvinashBhargav
ab_mcp Claim
A file system MCP server that confines AI assistant file tools to a single fold…
N/A N/A
62257
mihneamanolache
zeppelin-mcp Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
62258
bfeeny
Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…
N/A N/A
62259
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
62260
hoainho
ohmyperf Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
N/A N/A
62261
ciellosinc
PartnerCore Claim
Enables AI assistants to perform Business Central AL development tasks includin…
81
62262
ICS-cz
clariBIcom Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
62263
flin-agency
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
N/A N/A
62264
skydeckai
Enables querying and managing personal/team internal knowledge from sources lik…
62265
Zzzzzkk98
safe-oas2mcp Claim
Turns OpenAPI specs into MCP tools with secure defaults, risk inspection, confi…
62266
snzeeee
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
62267
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
62268
Rumblingb
Provides local image analysis tools using Pillow for dimensions, colors, metada…
N/A N/A
62269
RutvikPansare
Reqly Claim
API client with an MCP server. Your agent builds collections from your codebase…
N/A N/A
62270
caubequay010
mcp-proxy Claim
N/A N/A 95
62271
markizano
ldap-mcp-server Claim 1
An MCP server that exposes LDAP directory operations to AI agents, supporting f…
81
62272
splinesreticulating
Provides AI assistants with version-accurate Liquidsoap 2.4.0 documentation, ex…
62273
exalsch
Enables Claude Code sessions sharing a project root to broadcast short messages…
N/A N/A
62274
plumpslabs
kuma Claim
Zero-setup safety toolkit for AI coding agents with 16 built-in tools for conte…
N/A N/A
62275
EricBoix
An MCP server that exposes PDF files as resources, page by page, over Streamabl…
N/A N/A
62276
0xsims
rubric-mcp Claim
Attested evidence tools for AI agents: sanctions screening, agent/wallet record…
N/A N/A
62277
cyanheads
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
N/A N/A
62278
sichengchen
Provides over 50 tools across 14 categories for accessing Ohio State University…
62279
eonik-ai
eonik Claim
Read brand, research, and performance facts; draft briefs. Never spends. You ap…
N/A N/A
62280
xiaobenyang-com
local-fetch Claim
N/A N/A 95
62281
nirholas
A Cloudflare Worker that implements the MCP Streamable HTTP transport for AI ag…
62282
alch3mistdev
vyos-mcp Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
62283
rhuanca
This MCP server enables audio transcription using OpenAI Whisper, supporting va…
62284
aadarshlodhi
Manages leads and sends emails directly from Claude chat, with tools to add, se…
N/A N/A
62285
ericchansen
mcp-tester Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
N/A N/A
62286
fkiene
llmtrim Claim
MCP server and local proxy that compresses LLM prompts, tool output, and replie…
N/A N/A
62287
vivekjne
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
N/A N/A
62288
ptodavat10-debug
Enables real-time compliance checking of industrial water and air emissions aga…
N/A N/A
62289
vtemian
Enables AI video generation from text prompts, status monitoring, and video man…
N/A N/A
62290
tsunamayo7
Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with stru…
N/A N/A
62291 N/A N/A 95
62292
jcjc-dev
beli-mcp Claim
MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and l…
62293
PropterMalone
soapstone Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
N/A N/A
62294
andrewbrereton
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
N/A N/A
62295
inakirealise
An MCP server integrating with the BoondManager API to enable AI assistants to …
62296
globodai-group
A lightweight MCP server for client relationship management, enabling client tr…
N/A N/A
62297
alexobiwan-creator
A lightweight and customizable MCP server for Zotero that enables AI research t…
N/A N/A
62298
An i18n github action for language translate
N/A N/A 72
62299
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
62300
truman-t3
KeyShot MCP Claim
A local MCP server that enables AI apps to control KeyShot Studio for scene ins…
N/A N/A
Showing 62251–62300 of 67291 servers