MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64151
CSOAI-ORG
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
64152
topoftheblock
This server enables AI models to access the Städel Museum's digital collection …
— ○ ⏳ — — — — 81 —
64153
ronkaldes
A basic example of developing and running serverless MCP using Netlify Function…
— ○ ⏳ — — — — — —
64154
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
— ○ ⏳ — — — — 81 —
64155
mahmutcanborann
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
— ○ ⏳ — N/A N/A — — —
64156
jeebus87
reddirect Claim
Reddit MCP Server — No API Keys Required. Browse, post, comment, vote, and mana…
— ○ ⏳ — N/A N/A — — —
64157
xfloukiex-lab
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
— ○ ⏳ — N/A N/A — — —
64158
abanoub-ashraf
Provides Hacker News tools with founder-research features for analyzing Show HN…
— ○ ⏳ — N/A N/A — — —
64159
gabiteodoru
A simple MCP server that allows AI assistants to read from and write to the sys…
— ○ ⏳ — N/A N/A — — —
64160
nazar256
MemHeaven Claim
Self-hosted remote MCP memory server for ChatGPT and AI agents.
— ○ ⏳ — — — — — —
64161
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
— ○ ⏳ — — — — — —
64162
appare45
mcp-bridge Claim
YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
— ○ ⏳ — N/A N/A — — —
64163
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
— ○ ⏳ — — — — — —
64164 — ○ ⏳ — N/A N/A — 95 —
64165
jkkitakita
Enables uploading images and files to Notion pages from Cursor chat, supporting…
— ○ ⏳ — N/A N/A — — —
64166
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
— ○ ⏳ — N/A N/A — — —
64167
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
— ○ ⏳ — N/A N/A — — —
64168
Augmented-Nature
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
— ○ ⏳ — — — — — —
64169
jpzip
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
— ○ ⏳ — — — — — —
64170
LLM-Pulse
LLM Pulse Claim
AI visibility analytics for brand mentions, citations, sentiment, and GEO repor…
— ○ ⏳ — — — — — —
64171
312-dev
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
— ○ ⏳ — N/A N/A — — —
64172
antics-gg
antics-mcp Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
— ○ ⏳ — N/A N/A — 95 —
64173
Kimiko Claim 1
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
— ○ — N/A N/A — 81 —
64174
jitsucom
Jitsu Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
— ○ ⏳ — — — — — —
64175
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
— ○ ⏳ — — — — — —
64176
botoi
Botoi MCP Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
— ○ ⏳ — — — — 81 —
64177
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
— ○ ⏳ — — — — — —
64178
happy2h
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
— ○ ⏳ — N/A N/A — — —
64179
matematicsolutions
mt-eli-mcp Claim
Provides access to Maltese legislation via ELI coordinates, fetching metadata a…
— ○ ⏳ — — — — — —
64180
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
— ○ ⏳ — N/A N/A — — —
64181
PierrunoYT
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
— ○ ⏳ — — — — 81 —
64182
sespinosafumanal
Enables querying a PostgreSQL database using natural language by retrieving con…
— ○ ⏳ — — — — — —
64183
chje12
설명
— ○ ⏳ — N/A N/A — 95 —
64184
cyanheads
Enables LLMs to read and extract clean, markdown-formatted content from any web…
— ○ ⏳ — — — — — —
64185
beliq-eu
beliq-mcp Claim
Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) …
— ○ ⏳ — — — — — —
64186
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
— ○ ⏳ — — — — — —
64187
akeyless-community
Secretless database and cloud access via Akeyless RTA. Credentials never enter …
— ○ ⏳ — N/A N/A — — —
64188
nullptr-z
Provides persistent personal context storage across AI conversations, allowing …
— ○ ⏳ — N/A N/A — — —
64189
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
— ○ ⏳ — — — — 81 —
64190
wqsaali
rubyui-mcp Claim
Provides AI assistants with access to RubyUI component library documentation, i…
— ○ ⏳ — N/A N/A — — —
64191
saitoomituru
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
— ○ ⏳ — N/A N/A — — —
64192
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
— ○ ⏳ — N/A N/A — — —
64193
cchen7
substack-mcp Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
— ○ ⏳ — N/A N/A — — —
64194
us-all
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
— ○ ⏳ — — — — — —
64195
robincoelho
Connects Lelly.chat workspace with AI agents, offering tools for tasks, reminde…
— ○ ⏳ — — — — — —
64196
pointware
Enables searching and managing Docker images and tags, as well as querying GitL…
— ○ ⏳ — — — — 81 —
64197
schoox
Enables querying Schoox LMS data (users, courses, enrollments, etc.) via natura…
— ○ ⏳ — — — — — —
64198
cessda
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
— ○ ⏳ — N/A N/A — — —
64199
vexxhost
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
— ○ ⏳ — N/A N/A — — —
64200
scottmilliquet
Mealie MCP Claim
Exposes a self-hosted Mealie instance to MCP clients, enabling management of re…
— ○ ⏳ — — — — — —
Showing 64151–64200 of 69027 servers