MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12251
jootsuki
Backlog MCP Server Claim 3
An MCP server that connects to Backlog API, providing functionality to search, …
C 61 55 57 67 22 78 72
12252
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12253
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12254
Ratnaditya-J
csvglow Claim 1
Generate beautiful self-contained HTML dashboards from CSV/Excel files with int…
C 61 54 64 0 N/A 66 89 95
12255
airatech
Enables searching for Auckland public transport stops and retrieving real-time …
C 61 55 62 20 42 81 100
12256
Wildcard-Official
DeepContext Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 64 94 65 0 55 88 61
12257
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12258
DaanTheoden
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
C 61 66 94 50 0 49 81 88
12259
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 54 27 50 N/A 44 95 96
12260
somacaru
Echo MCP Server Claim
A simple demonstration MCP server that provides an echo tool and resource for l…
C 61 54 54 41 N/A 25 88 93
12261
jhgaylor
A utility that integrates Model Context Protocol (MCP) into Express application…
C 61 55 72 33 42 82 70
12262
imoon
A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible…
C 61 55 51 55 18 81 94
12263
Jay4242
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
C 61 55 61 30 39 81 92
12264
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 54 60 26 N/A 21 95 100
12265
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12266
philipp-eisen
Modal MCP Toolbox Claim 1
Facilitates running Python code in a sandbox and generating images using the FL…
C 61 55 72 60 60 78 31
12267
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 54 60 33 N/A 42 95 75
12268
199-mcp
MCP Uber Server Claim 1
An MCP server that enables AI assistants to book and manage Uber rides, includi…
C 61 55 63 75 25 81 46
12269
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12270
HarishGangula
A TypeScript implementation of a Model Context Protocol server and client that …
C 61 54 36 62 N/A 6 94 100
12271
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12272
onurpolat05
n8n-asistans Claim
Used to create an assistant integrated with n8n that can search n8n documentati…
C 61 55 54 31 44 81 96
12273
comeonzhj
A MCP server that generates high-quality images using Volcano Engine's JiMeng A…
C 61 55 47 100 40 81 25
12274
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12275
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12276
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 55 56 40 37 81 92
12277
henihaddad
GCP MCP Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 55 60 43 28 74 96
12278
jezweb
Provides comprehensive management of OpenAI Vector Stores, allowing AI assistan…
C 61 66 84 72 0 29 81 91
12279
hatif03
algorand-mcp Claim 1
Build and manage Algorand accounts, assets, transactions, and smart contracts i…
C 61 55 84 57 N/A 31 77 40
12280
sagacious-satadru
A server that enables Claude to search and access documentation from popular li…
C 61 55 60 41 22 81 94
12281
BrewMyTech
Grok MCP Server Claim
Enables interaction with the Grok AI through an MCP server, supporting chat com…
C 61 66 74 71 0 42 81 99
12282
NitinUdasin
MCPServerDemo Claim
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
C 61 54 54 30 30 89 100
12283
anvikasa
Enables interaction with Cisco network devices through the RADKit SDK, allowing…
C 61 55 54 35 45 81 93
12284
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12285
prem-research
Telegram MCP Server Claim 1
An MCP server that enables interaction with Telegram messaging platform, allowi…
C 61 54 45 50 N/A 24 90 95
12286
angrysky56
Project Synapse Claim 1
An MCP server that transforms text into knowledge graphs and autonomously gener…
C 61 55 61 30 40 81 95
12287
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 66 84 71 0 27 80 95
12288
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12289
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12290
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12291
kukapay
tornado-cash-mcp Claim 1
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
C 61 55 45 42 40 80 100
12292
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12293
kira-autonoma
devtools-mcp Claim
A comprehensive toolkit of 23 developer utilities that enables AI assistants to…
C 61 54 66 0 N/A 55 92 98
12294
ofryma
Enables AI assistants to perform penetration testing and security assessments b…
C 61 55 72 31 40 69 90
12295
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
12296
k-lordbodin7
Enables real-time tracking of newly created liquidity pools on PancakeSwap DEX.…
C 61 55 48 41 46 82 93
12297
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12298
rbctmz
mcp-server-strava Claim
Integration Strava API с Model Context Protocol SDK
C 61 55 66 33 51 81 73
12299
mcp-ag2
Giphy MCP Server Claim
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
C 61 55 60 45 21 81 91
12300
eluc1a
MCP News Server Claim
A server providing access to news articles from various categories including te…
C 61 55 78 26 22 81 88
Showing 12251–12300 of 67226 servers
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