MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37751
Vince-Yi
Enables AI agents to manage projects, tasks, and schedules in JJ Planner throug…
N/A N/A
37752
sfc-gh-cconner
A Snowflake-hosted MCP server that provides comprehensive rules for troubleshoo…
37753
Sefaria
Enables LLMs to access and search Jewish texts from the Sefaria library through…
37754
xLydianSoftware
XLMCP Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
37755
coverage-rights Claim 1
Insurer denial rates, appeal outcomes by treatment and condition, and appeal ri…
67
37756
lologocrm
Enables building ChatGPT apps with custom UI widgets via a minimal Node.js MCP …
37757
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
N/A N/A
37758
gautamdsrc
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
N/A N/A
37759
Neeshant01
Kratos-MCP Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
N/A N/A
37760
cleardl
Provides precise C++ code semantic analysis for AI coding tools like Claude Cod…
N/A N/A
37761
cogni-dao
An MCP server that exposes Postman API requests as tools, enabling natural lang…
37762
geopopos
MCP server integrating Higgsfield AI API for image generation, video animation,…
37763
pavlealeksic
plaky-mcp Claim
Wraps the Plaky project-management REST API as MCP tools for managing spaces, b…
37764
aathishwar-13
Windows-focused MCP server for terminal automation with persistent PowerShell s…
N/A N/A
37765
Jongbin-kr
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
N/A N/A
37766
pdurlej
jan-mcp Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
N/A N/A
37767
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
37768
peican996
weather-mcp Claim
Provides US weather alerts by state and forecasts by coordinates using the Nati…
37769
bloghunch
Connects AI assistants to Bloghunch publications for automating content creatio…
N/A N/A
37770
syunnrai123
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
N/A N/A
37771
kingcos
fanfou-mcp Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
37772
andrewesweet
ropey Claim
Enables coding agents to perform safe, project-wide Python refactoring (rename,…
N/A N/A
37773
EviterLesRoses2
zju-mcp Claim
Enables interaction with Zhejiang University's learning platform (学在浙大 / 智云课堂) …
N/A N/A
37774
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
37775
justinmccuistion
orca-ai-mcp Claim
Integrates with Orca AI's HUNT Platform API to search for information about peo…
37776
mariomosca
Enables AI assistants to manage Todoist tasks and projects with CRUD operations…
N/A N/A
37777
aleslanger
A Model Context Protocol server that enables generating, editing, and multi-tur…
37778
Userology-Inc
Enables AI assistants to interact with the Userology UX research platform for c…
N/A N/A
37779
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
N/A N/A
37780
NathanNorman
A persistent memory MCP server for Claude Code that enables long-term recall ac…
N/A N/A
37781
AdamWalt
Enables AI assistants to interact with MyFitnessPal data including food diary, …
37782
abhchoug
Exposes CHIM change-management workflows (changes, outages, retros, and change …
37783
FedericaZuccarello
MCP Server Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
N/A N/A
37784
KRLabsOrg
verbatim-mcp Claim
Search academic papers and ask research questions with verbatim, cited answers …
37785
michielinksee
cockpit-mcp Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
N/A N/A
37786
therobertmack
A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list…
37787
pipeworx-io
Provides access to music metadata from TheAudioDB community database through MC…
37788
mattgierhart
Espresso MCP Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
N/A N/A
37789
georgeherby
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
N/A N/A
37790
bricefpv-lab
AnythingMCP Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
37791
fractaloutlook
Enables AI assistants to interact with SpacetimeDB instances, query tables, cal…
37792
D1DX
make-mcp Claim
This MCP server provides integration with Make.com (formerly Integromat) for wo…
N/A N/A
37793
cmdaltctr
A Model Context Protocol server that exposes the NiftyPM project management API…
37794
jaimemahaffey
Lets an LLM see what's on your screen by capturing an entire monitor or a speci…
N/A N/A
37795
hermes-kaesra
An MCP server that provides an undetectable Playwright browser to bypass Cloudf…
N/A N/A
37796
Markus Tenghamn Claim 1
Blog posts, work experience, projects and contact details for Markus Tenghamn, …
67
37797
DoppiaG93
ctxmem Claim
Provides AI agents with persistent, local, and shareable project memory by stor…
N/A N/A
37798
Raunak1571
moxfield-mcp Claim
Enables searching public decklists, fetching deck card lists and prices from Mo…
37799
jeremyclee
Provides real-time Dexcom CGM glucose data to MCP clients via the unofficial Sh…
N/A N/A
37800
afriemann
md-mcp Claim
An MCP server that provides surgical read/write access to individual sections o…
N/A N/A
Showing 37751–37800 of 64636 servers
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