MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65051
SfdcAnnu
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
— ○ ⏳ — — — — — —
65052
Outset-AI
Outset Claim
AI-moderated research platform: create and launch studies and query interview r…
— ○ ⏳ — — — — — —
65053
N1KH1LT0X1N
An AI-powered freelance platform aggregator that helps users find gigs, generat…
— ○ ⏳ — — — — — —
65054
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
— ○ ⏳ — — — — 81 —
65055
RunRiotComeOn
Exposes forecast lookup tools for consumer spending predictions across regions …
— ○ ⏳ — — — — — —
65056
AmrMohamed17
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, …
— ○ ⏳ — N/A N/A — — —
65057
TwitterAPIs
twitterapis Claim
MCP server for the Twitter/X read API, enabling search, user profiles, tweets, …
— ○ ⏳ — — — — — —
65058
universal-mcp
Enables access to Apollo's tools and services through a standardized MCP interf…
— ○ ⏳ — — — — — —
65059
nairraf
code-intel Claim
Provides semantic code search and code insights via a knowledge graph, enabling…
— ○ ⏳ — N/A N/A — — —
65060
maboukerfa
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
— ○ ⏳ — N/A N/A — — —
65061
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
— ○ ⏳ — N/A N/A — 95 —
65062
boletinclaro
Subvenciones, licitaciones y boletines oficiales de España y Europa para tu IA.…
— ○ ⏳ — — — — — —
65063
ArtiPyHeart
A local MCP server that lets LLM agents read EPUB books and PDF documents with …
— ○ ⏳ — N/A N/A — — —
65064
Lynricsy
An MCP server enabling AI agents to interact with users via Telegram, supportin…
— ○ ⏳ — N/A N/A — — —
65065
theYahia
MCP server for managing Yandex Cloud infrastructure including Compute VMs, Obje…
— ○ ⏳ — — — — — —
65066
schwarztim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
— ○ ⏳ — — — — 81 —
65067
Ranch-Hand-Robotics
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
— ○ ⏳ — N/A N/A — 95 —
65068
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
— ○ ⏳ — — — — 81 —
65069
arturseo-geo
MCP server for advanced Google Search Console analysis — keyword cannibalizatio…
— ○ ⏳ — — — — — —
65070
portofcams
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
— ○ ⏳ — — — — — —
65071
anuoua
Enables progressive exploration of Swagger/OpenAPI API documentation. Supports …
— ○ ⏳ — — — — 81 —
65072
jianglisuda
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
— ○ ⏳ — — — — — —
65073
pygodzilla
STT2TTS MCP Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
— ○ ⏳ — N/A N/A — — —
65074
yoojoohans-jpg
demo Claim
— ○ ⏳ — N/A N/A — 95 —
65075
Rotwang9000
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
— ○ ⏳ — — — — — —
65076
Ktulu-Analog
MCP server covering French law via the PISTE platform: 62 tools wrapping the fu…
— ○ ⏳ — — — — — —
65077
JardiMargalefAgusti
Enables AI assistants to query standardized building classifications, propertie…
— ○ ⏳ — — — — — —
65078
vanppsa
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
— ○ ⏳ — — — — — —
65079
universal-mcp
Enables interaction with Figma tools and services through a standardized MCP in…
— ○ ⏳ — — — — — —
65080
ppworks
ppdiary Claim
Enables AI-assisted diary management through natural language, allowing you to …
— ○ ⏳ — N/A N/A — — —
65081
Jasuni69
Enables to create print-on-demand products using the Printful API, allowing use…
— ○ ⏳ — — — — — —
65082
sandeep-alluru
HumanProof Claim
Agent trajectory scorer for human-likeness — flags bot-like patterns in automat…
— ○ ⏳ — N/A N/A — — —
65083
SEGARK-oficial
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
— ○ ⏳ — — — — — —
65084
freeze1999
MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac …
— ○ ⏳ — — — — — —
65085
ehsaniara
Enables AI assistants to manage distributed computing jobs through the Joblet p…
— ○ ⏳ — — — — — —
65086
andichen0420
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
— ○ ⏳ — N/A N/A — — —
65087
iturkguler
Enables searching and retrieving full text of Yargıtay (Turkish Supreme Court) …
— ○ ⏳ — — — — — —
65088
Hemant-Agrawal
whoami-mcp Claim
Exposes a person's structured professional profile as MCP tools, enabling Claud…
— ○ ⏳ — — — — — —
65089 — ○ ⏳ — N/A N/A — 95 —
65090
sandeep-alluru
NormSync Claim
Pre-commit norm gate for AI-generated PRs — enforces coding and contribution no…
— ○ ⏳ — — — — — —
65091
BobLiu1996
A MySQL MCP server with DDL support, permission control, and operation logging,…
— ○ ⏳ — N/A N/A — — —
65092
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
65093
MalloyTheDev
Aseprite MCP Claim
An MCP server that lets AI agents create and edit Aseprite sprites headlessly, …
— ○ ⏳ — N/A N/A — — —
65094
ton-to-ton
Enables browser automation over MCP using a real Chrome browser with existing p…
— ○ ⏳ — N/A N/A — — —
65095
Risedial
Dynamic AI persona management for Claude with file-based storage. Switch betwee…
— ○ ⏳ — N/A N/A — — —
65096
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
— ○ ⏳ — N/A N/A — — —
65097
animacaeli
MCP server that exposes all AgileConfig RESTful APIs as tools, enabling AI assi…
— ○ ⏳ — — — — — —
65098
Chen19007
godot-mcp Claim
MCP server for automating GDScript code linting, formatting, and export validat…
— ○ ⏳ — N/A N/A — — —
65099
groundlens-dev
Enables hallucination detection for AI assistants by providing tools to assess …
— ○ ⏳ — N/A N/A — — —
65100
moustafaezzeldeen-73
Gemini MCP Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
— ○ ⏳ — — — — — —
Showing 65051–65100 of 69007 servers