MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62101
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
N/A N/A
62102
zc-libre
An MCP server that provides browser automation with anti-detect fingerprinting,…
N/A N/A
62103
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
62104
Narasimhan-Lab
tacc-mcp-bio Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
N/A N/A
62105
dendotai
tmdb-mcp Claim
An MCP server for managing TMDB lists (movies/TV) from any MCP client, with OAu…
62106
Andi777x
kiira Claim
N/A N/A 95
62107
0x-Professor
Enables forensic investigators to acquire data from Android devices via ADB, in…
N/A N/A
62108
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
N/A N/A
62109
junqed
AIMCP Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
62110
HydroTekFarm2023
Enables plant disease detection through an MCP server powered by AI models, sup…
62111
jack-whimvy
MCP server that connects AI coding tools to VibeCompass projects for reading co…
N/A N/A
62112
deyavinaba597-pixel
ContextWeave Claim
Universal project memory engine that extracts knowledge from code and git histo…
N/A N/A
62113
rollecode
dough-mcp Claim
A read-only MCP server for the Dough personal finance app, enabling assistants …
62114
lock3r
A project-scoped private journaling and semantic search server for Claude, usin…
N/A N/A
62115
isaacchpe
A Python-based MCP server that manages a product inventory using SQLite, allowi…
N/A N/A
62116
fastmcp-me
Enables interaction with Apache Airflow through the Model Context Protocol, all…
62117
27dream
China A-share stock market MCP server — real-time quotes, main capital flow ran…
62118
Tianqi-Bu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
62119
fr0ster
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
62120
jmacaggi-gfm
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
N/A N/A
62121
Wuodan
mcp-base64 Claim
Provides tools to encode files to Base64 strings and decode Base64 content back…
N/A N/A
62122
ArboRithmDev
Give AI agents full control over your local ComfyUI by exposing 77 tools for wo…
N/A N/A
62123
animacaeli
MCP server that exposes all AgileConfig RESTful APIs as tools, enabling AI assi…
62124
kanishka089
realhands Claim
An MCP server that lets Claude operate your real computer by moving the actual …
N/A N/A
62125
DarkD
darkd-skills Claim
Four specialized AI agent skills: Integral Hermeneutics (8-lens text interpreta…
62126
fastmcp-me
Provides a Python-based interface to the Perplexity API for querying responses,…
62127
oneprofile-dev
Search, verify, and get risk profiles for MCP servers from the CuratedMCP catal…
62128
sambt94
An MCP server that gives Claude direct access to your reMarkable tablet's noteb…
N/A N/A
62129
Ruoth1111
Docs MCP Claim
An MCP server that searches official documentation for popular libraries, scrap…
62130
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
N/A N/A
62131
rroque99
Enables managing BOSH deployments via natural language by providing tools to lo…
62132
SC-ML-cmd
ssh-mcp Claim
Enables SSH interactive session management through MCP, supporting commands, me…
N/A N/A
62133
cody-aigov
Provides AI governance controls as MCP tools for safety screening, risk classif…
62134
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
62135
mohith-das
wikimcp Claim
Enables AI clients to incrementally build and maintain a git-backed personal wi…
62136
Ultrahuman-tech
ppk2-mcp Claim
MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling cu…
N/A N/A
62137
PopoverAI
MCP server for AI browser automation with tools for navigation, actions, data e…
62138
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
62139
RunhuaHuang
VisionPower Claim
A portable image-understanding MCP server that lets agents analyze local images…
62140
axel-belfort
Web search API for AI agents. Search the web and get structured results: title,…
81
62141
maango-io
Maango-mcp Claim
Maango is the pre-flight check for AI agents on the web. Before an agent scrape…
62142
Honeyfield-Org
Connects AI assistants to the ThinkPrompt platform, enabling management of styl…
62143
bekatechnology
Enables AI assistants like Claude to deploy apps, manage databases, and operate…
62144
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
62145
QuarantikiIsland420
ManifestYOU Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
62146
deifos
screenslick Claim
Enables AI agents to control the ScreenSlick browser video editor, supporting t…
N/A N/A
62147
iwillwait4u
A local-first Python MCP server for Easy.gg BedWars custom scripting, enabling …
N/A N/A
62148
pipeworx-io
mcp-base64 Claim
Enables encoding and decoding of text between Base64, Base64URL, Base32, and He…
62149
egitiaec
Converts user story documents (from Notion, Google Docs, PDFs, etc.) into struc…
N/A N/A
62150
haoxiangsnr
Automatically enriches BibTeX citations with missing metadata (DOI, venue, etc.…
N/A N/A
Showing 62101–62150 of 66455 servers