MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66001
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
— ○ ⏳ — N/A N/A — — —
66002
flyfish-dev
File AI Claim
A read-only MCP server that provides document awareness for agents by parsing l…
— ○ ⏳ — N/A N/A — — —
66003
applivery
mcp Claim
Search and read the public Applivery docs (MDM & app distribution). Read-only, …
— ○ ⏳ — — — — — —
66004
michalbaturko-lang
VoiceFlip Claim
AI voice agents on SMB websites — fully autonomous build in 2–3 min. 23 MCP too…
— ○ ⏳ — — — — — —
66005
chenzhaoxuan0
Enables PagerDuty incident response operations including listing incidents, ack…
— ○ ⏳ — — — — — —
66006
richardreeze
Read-only MCP server for verified book recommendations and reading lists.
— ○ ⏳ — — — — — —
66007
aself101
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
— ○ ⏳ — — — — — —
66008
CITROOT
daxoom Claim
Owner-verified local business data for AI agents: profiles, hours, prices, with…
— ○ ⏳ — — — — — —
66009
dawiegriesel
An MCP server that scaffolds full-stack projects with consistent structure, Doc…
— ○ ⏳ — N/A N/A — 95 —
66010
orchidautomation
Instantly Claim
This Model Context Protocol (MCP) server acts as a bridge between AI agents and…
— ○ ⏳ — N/A N/A — 95 —
66011
kaichen
Enables text-to-speech generation using the Groq API, supporting multiple audio…
— ○ ⏳ — — — — — —
66012
zueai
An MCP server that visually reviews UI edit requests by comparing screenshots b…
— ○ ⏳ — N/A N/A — 95 —
66013
AIops-tools
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & …
— ○ ⏳ — N/A N/A — — —
66014
rifaterdemsahin
mcp_poc Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
— ○ ⏳ — N/A N/A — — —
66015
shigechika
gwsadm-mcp Claim
Google Workspace security-audit MCP server — read-only visibility into account …
— ○ ⏳ — — — — — —
66016
kd444
Enables secure read-only interactions with PostgreSQL databases through natural…
— ○ ⏳ — — — — 81 —
66017
universal-mcp
Provides a standardized interface for interacting with OpenAI's tools and servi…
— ○ ⏳ — — — — — —
66018
rajdeepmondaldotcom
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
— ○ ⏳ — N/A N/A — — —
66019
lanchuske
local-mcp Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
— ○ ⏳ — — — — 95 —
66020
liuyuming0823
Enables AI assistants to send DingTalk single and group chat messages via MCP p…
— ○ ⏳ — — — — — —
66021
ericchen1972
SlimWeb-MCP Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
— ○ ⏳ — — — — 81 —
66022
AntoniovanDijck
MeshMind Claim
A single MCP server that merges three context-engineering ideas into one toolse…
— ○ ⏳ — N/A N/A — — —
66023
Dmitriusan
MCP server for extracting structured intelligence from YouTube channels and vid…
— ○ ⏳ — — — — — —
66024
gregorizeidler
Enables natural language queries for Porto Alegre's public transport system, in…
— ○ ⏳ — N/A N/A — — —
66025
chenqwwq
Enables interaction with the Telegram Bot API via the Model Context Protocol to…
— ○ ⏳ — — — — 81 —
66026 — ○ ⏳ — N/A N/A — 95 —
66027
NyayAssist
NyayAssist Claim
Indian legal research, judgments and Acts, drafting, translation, matters and d…
— ○ ⏳ — — — — — —
66028
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
— ○ ⏳ — N/A N/A — 95 —
66029
swarmnest
Swarmnest Claim
Search AI agent tools, APIs, MCP servers and Agent Skills in the Swarmnest dire…
— ○ ⏳ — — — — — —
66030
Vamshi9415
A deterministic MCP server for document processing and retrieval that enables A…
— ○ ⏳ — — — — — —
66031
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
— ○ ⏳ — N/A N/A — — —
66032
OkraGrey
Stores and retrieves project context using OpenAI vector stores, enabling AI ed…
— ○ ⏳ — — — — — —
66033
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
— ○ ⏳ — N/A N/A — 95 —
66034
kseniailinyh
Things MCP Claim
Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly s…
— ○ ⏳ — N/A N/A — — —
66035
nokhiz
DepFeed Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
— ○ ⏳ — — — — — —
66036
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
— ○ ⏳ — N/A N/A — 95 —
66037
chitragohad
A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-…
— ○ ⏳ — N/A N/A — — —
66038
JoJoStar56
A customizable hot news aggregator with AI analysis, multi-language support, an…
— ○ ⏳ — — — — — —
66039
AdejareAkolawole
Rimbra Claim
Deploy apps, run databases and domains, read logs, and send email and WhatsApp …
— ○ ⏳ — — — — — —
66040
anara123
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
66041
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
— ○ ⏳ — N/A N/A — 95 —
66042
Psichico
FinvizMCP Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
— ○ ⏳ — — — — — —
66043
marshallino16
Aigist Claim
Publish & manage shareable HTML/Markdown pages from your LLM, with access contr…
— ○ ⏳ — — — — — —
66044
tanvoai
Tanvo Claim
AI photo, video and song apps plus image, video and music generation on Tanvo (…
— ○ ⏳ — N/A N/A — — —
66045
finsavvyai
ClawPipe Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
— ○ ⏳ — N/A N/A — 83 —
66046
sandeep-alluru
AgentCRDT Claim
CRDT-based shared world state for parallel agent sessions — conflict-free mergi…
— ○ ⏳ — N/A N/A — — —
66047
rezi-io
Rezi MCP Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
— ○ ⏳ — — — — 81 —
66048
sheeryn123
A production-grade MCP server providing 18 tools for comprehensive GitHub inter…
— ○ ⏳ — — — — 81 —
66049
Desearch-ai
Desearch AI Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
— ○ ⏳ — N/A N/A — 95 —
66050
purplegrain
Purple Grain Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
— ○ ⏳ — — — — — —
Showing 66001–66050 of 69007 servers