MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16001
ttonogai
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
F 25 55 54 0 27 74 98
16002
hileamlakB
Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox…
F 25 55 84 51 50 80 93
16003
mkotsollaris
Model Context Protocol server that enables AI assistants to perform keyword res…
F 25 54 92 61 N/A 43 90 91
16004
guillaumeboniface
fal-mcp Claim 2 3
An MCP server that integrates fal.ai's image generation and editing capabilitie…
F 25 66 57 41 0 30 77 85
16005
wesleygriffin
PDF RAG MCP Server Claim 1
Enables intelligent search and question-answering over PDF documents using sema…
F 25 54 96 65 N/A 48 90 94
16006
ShayYeffet
MCP Workspace Server Claim 1 4
Provides secure, sandboxed file system access for AI assistants to read, write,…
F 25 55 100 82 N/A 71 82 46
16007
bneil
Enhances the MCP memory server by implementing PouchDB for robust document stor…
F 25 54 90 53 N/A 44 90 99
16008
EgzonArifi
Povio Worklog MCP Server Claim 1 2
Automates the generation of professional worklogs by analyzing git commits with…
F 25 55 90 57 53 80 95
16009
tranhuucanh
MCP ShellKeeper Claim 1 2
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
F 25 54 90 56 N/A 61 84 95
16010
g2dgaming
Spotify MCP Server Claim 1
Connects Claude with Spotify, allowing users to control playback, search for mu…
F 25 54 78 67 N/A 23 90 89
16011
torrentclaw
torrentclaw-mcp Claim 1
Search and discover movies and TV shows with torrent links, quality scoring, st…
F 25 55 80 76 68 82 95
16012
rosquillas
Element MCP Server Claim 1 2
Connects Claude with Matrix/Element to read and search messages across rooms. E…
F 25 55 86 75 45 76 93
16013
zpankz
thoughtbox Claim 1 3
F 25 55 96 100 N/A 58 90 60
16014
engineers-hub-ltd-in-house-project
Obsidian MCP Server Claim 2 3
Allows AI models to interact with Obsidian notes through the Local REST API, en…
F 25 54 84 75 N/A 43 87 100
16015
tamago-labs
KAIA-MCP Server Claim 1
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
F 25 55 88 73 45 76 92
16016
rm-rf-prod
GroundTruth-MCP Claim 1
Self-hosted MCP server for live documentation, code audits, and best practices.…
F 25 54 96 0 N/A 63 90 92
16017
semdin
MCP Weather Claim 1
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
F 25 54 78 55 N/A 26 84 94
16018
vanman2024
AI-powered content and image generation server with Google Imagen 3/4 for image…
F 25 55 84 31 50 78 90
16019
ztobs
Browser Use Server Claim 2 3
Enables browser automation using Python scripts, offering operations like takin…
F 25 55 86 58 26 76 95
16020
402md
@402md/mcp Claim 2 3
An MCP server that transforms SKILL.md files into executable tools for AI agent…
F 25 55 63 0 35 74 94
16021
MOHAMAD-ZUBI
Enables AI assistants to search for business leads using FlashLeads' web harves…
F 25 55 84 66 39 80 93
16022
markswendsen-code
kroger Claim 1 3
MCP server for Kroger - search products, manage cart, place grocery orders
F 25 54 75 65 N/A 32 87 99
16023
AaroYazilim
AARO ERP MCP Server Claim 2 5
A Model Context Protocol server that enables Claude Desktop integration with AA…
F 25 55 45 100 49 74 40
16024
yohanfraga
MCP Activities Claim 1
Enables users to create and manage activities in the meupontoonline system thro…
F 25 55 76 65 29 74 75
16025
cristip73
gpt5mcp Claim 1
Integrates OpenAI GPT-5 capabilities into Claude Code, providing autonomous age…
F 25 55 84 72 58 75 91
16026
hellocoop
Enables AI assistants to create and manage Hellō applications with full develop…
F 25 66 92 86 100 59 82 89
16027
0xCybin
jobs-mcp Claim 1
Enables searching for job opportunities across multiple platforms like Upwork, …
F 25 55 76 56 35 77 97
16028
Nexo-Agent
PlotMCP Server Claim 2 3
An MCP server that enables LLMs to generate high-quality SVG charts using matpl…
F 25 55 45 50 27 80 91
16029
jikime
Google Toolbox Claim 1
Google Toolbox
F 25 54 60 63 N/A 21 84 91
16030
redleaves
context-keeper Claim 2
LLM-driven context and memory management with wide-recall + precise-reranking R…
F 25 55 88 40 57 77 87
16031
aeoess
Your AI finds the right people for you. Agent-to-agent professional networking.
F 25 55 72 71 N/A 71 80 91
16032
Jthora
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
F 25 66 84 90 100 48 82 98
16033
ArcadeAI
arcade-mcp Claim 1
MCP Server Framework and Tool Development library for building custom capabilit…
F 25 54 76 58 N/A 83 87 95
16034
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 55 72 68 24 80 100
16035
mgantlett
Sophia Labs Claim 1
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
F 25 66 94 86 95 43 80 99
16036
Dradebo
DHIS2 MCP Server Claim 1 3
Enables comprehensive interaction with DHIS2 health information systems through…
F 25 55 92 65 41 78 35
16037
auchenberg
Claude Code MCP Claim 2 3
An implementation of Claude Code as a Model Context Protocol server that enable…
F 25 55 54 100 55 76 38
16038
pminervini
deep-research-mcp Claim 2
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolag…
F 25 55 88 40 48 76 91
16039
hablapro
Connects Google Search Console with Claude AI to analyze SEO data through natur…
F 25 55 100 73 33 82 98
16040
lwanger
Insperity MCP Server Claim 1
Enables interaction with Insperity's REST API to access employee data, includin…
F 25 55 52 38 31 80 94
16041
alexdiazdecerio
Fastmail MCP Server Claim 1 2
Enables AI models to interact with Fastmail accounts via the JMAP API through t…
F 25 55 88 71 44 80 99
16042
nanana-app
mcp-server-nano-banana Claim 2 3
AI image generation using Google Gemini's nano banana model.
F 25 54 90 65 N/A 43 89 100
16043
BirdInTheTree
zotero-mcp Claim 1
Read+write MCP server for Zotero with full write support — create items, manage…
F 25 55 72 0 50 80 97
16044
deepfates
Replicate MCP Server Claim 2 3
Enables users to access and manage Replicate's AI models and predictions via th…
F 25 55 92 56 52 77 97
16045
CommonSenseMachines
Blender MCP Claim 2
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
F 25 54 74 33 N/A 54 87 96
16046
webreactiva-devs
A lightweight server that provides detailed text analysis, counting total chara…
F 25 54 66 53 N/A 28 94 100
16047
dynamicendpoints
Automate the backup of your Cloudflare projects to a GitHub repository. Ensure …
F 25 54 84 66 N/A 25 90 91
16048
nefino
Nefino MCP Server Claim 1 2
Provides large language models with access to news and information about renewa…
F 25 55 84 66 41 80 91
16049
XD3an
MCP Builder Claim 1
A Python-based server that helps users easily install and configure other MCP s…
F 25 54 72 31 N/A 22 90 88
16050
Tongzhao9417
MinerU MCP Server Claim 1
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
F 25 55 54 0 27 78 87
Showing 16001–16050 of 50515 servers
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