MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7001
becksclair
Oracle MCP Server Claim 1
Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …
B 71 54 90 52 N/A 25 82 91
7002
OV-MapRoom
Dropbox MCP Server Claim 1
A local MCP server that enables Claude to manage Dropbox accounts through tools…
B 71 44 54 N/A N/A 30 95 99
7003
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server for accessing Human Protein…
B 71 55 78 60 31 83 91
7004
dakl
arxiv-mcp Claim
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
B 71 55 70 52 50 81 98
7005
just-every
MCP Deep Search Claim
Enables deep web search across multiple providers including Google, Bing, Brave…
B 71 55 70 100 49 81 44
7006
M-Gonzalo
Provides curated documentation access via the Gemini API, enabling users to que…
B 71 55 90 60 23 80 87
7007
Bathinanna
CodePilot MCP Claim 1
Enables automation of workflows across GitHub, Notion, and Google Calendar with…
B 71 55 78 67 24 78 95
7008
Akungapaul
Enables management of WordPress posts and pages including creating, updating, d…
B 71 55 82 65 24 81 89
7009
noah-vh
ClickUp Operator Claim 1
A Claude-compatible MCP server that enables storing and summarizing notes throu…
B 71 55 90 82 N/A 17 95 47
7010
PinataCloud
Pinata MCP Claim 2
Provides Claude with access to Pinata's API, allowing it to interact with both …
B 71 55 60 100 56 80 54
7011
amannm
DoorDash MCP Server Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 55 92 95 24 81 41
7012
BACH-AI-Tools
Postgres MCP Pro Claim
Enables comprehensive PostgreSQL database management including index tuning, qu…
B 71 55 88 30 53 82 98
7013
sungmin-koo-ai
Enables Claude Desktop users to generate and edit high-quality images using Goo…
B 71 54 62 46 N/A 53 95 99
7014
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7015
ravikiranvm
An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabili…
B 71 54 70 43 N/A 64 94 88
7016
abushadab
A Model Context Protocol server that enables interaction with self-hosted Supab…
B 71 55 81 71 23 71 97
7017
cyanmage
A collection of Python-based Model Context Protocol servers that extend AI assi…
B 71 54 60 63 N/A 39 90 100
7018
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
7019
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 55 78 71 23 81 91
7020
aixi134
mcp-meituan-ip Claim
A simple note storage system that allows creating, storing, and summarizing not…
B 71 54 78 55 N/A 48 92 78
7021
ThinkyMiner
codeTree Claim
MCP server with 23 tools for structured code understanding via tree-sitter. 10 …
B 71 54 78 35 N/A 54 95 93
7022
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
7023
Lakshya-Saini
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases for schema disc…
B 71 55 90 56 23 76 94
7024
MediaPublishing
mcp-manager Claim 1
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
B 71 54 90 32 N/A 44 87 96
7025
horodchukanton
GitLab MCP Server Claim
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
B 71 55 78 66 27 80 92
7026
L3-N0X
Minecraft Wiki MCP Claim 1
Searches and queries the official minecraft wiki to answer any minecraft-relate…
B 71 55 75 57 N/A 32 87 96
7027
nacgarg
A local MCP server that exposes Bazel build system functionality to AI agents, …
B 71 55 86 75 N/A 37 95 46
7028
anarsyakir
Enables interaction with Postman workspaces, collections, requests, responses, …
B 71 55 78 57 42 81 92
7029
hyperspell
hyperspell-mcp Claim
Hyperspell lets you connect AI powered apps to any data — it's Plaid for unstru…
B 71 54 62 66 N/A 23 96 99
7030
simplelocalize
Enables interaction with the SimpleLocalize API to manage translation keys, lan…
B 71 55 60 62 59 80 94
7031
jerkovicl
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 71 55 72 58 40 81 100
7032
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
7033
Rohitkumar0056
A web application for securely managing GitHub tokens and providing centralized…
B 71 55 96 71 21 81 69
7034
turambar928
An automated system that processes raw text through a three-stage pipeline to a…
B 71 55 92 57 33 78 82
7035
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 55 78 58 32 81 98
7036
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
7037
tenzir
Tenzir MCP Server Claim
Enables AI assistants to interact with security data pipelines and map data to …
B 71 54 54 47 N/A 74 95 92
7038
Zwe1
Enables AI coding tools like Cursor to access Figma design files and metadata, …
B 71 55 66 70 44 81 89
7039
akalaric
MCP_WolframAlpha Claim
MCP\_WolframAlpha
B 71 55 72 50 57 81 97
7040
devqxi
Pub.dev MCP Server Claim
Enables AI assistants to search, analyze, and retrieve detailed information abo…
B 71 55 88 75 57 81 43
7041
MinhHieu-Nguyen-dn
Weather MCP Server Claim
Enables users to get detailed weather forecasts for any location using coordina…
B 71 55 60 82 23 81 100
7042
tejas-borate-wai
Provides real-time access to Material-UI component documentation, enabling user…
B 71 55 78 91 29 81 61
7043
rajnaveen344
LSP Tools MCP Server Claim 2
A Model Context Protocol server that provides tools to find regex pattern posit…
B 71 54 65 57 N/A 40 95 92
7044
ntropy-network
ntropy-mcp MCP Server Claim 1
Enables enriching banking data with the Ntropy API, providing tools to create a…
B 71 55 84 46 38 81 100
7045
jlromano
Miro MCP Server Claim 1
Enables Claude Desktop to interact with Miro boards to list projects, retrieve …
B 71 55 78 66 21 80 99
7046
LangGPT
MCP Fetch Claim 1
A Model Context Protocol server that allows LLMs to retrieve and convert web co…
B 71 55 69 100 49 81 45
7047
laodev1
Perplexity MCP Server Claim 1
A Node.js implementation that enables Claude to interact with Perplexity AI's l…
B 71 55 90 61 19 81 88
7048
ingpoc
Provides sandboxed code execution and data processing for CSVs and logs to achi…
B 71 54 78 61 N/A 32 82 92
7049
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 55 63 71 44 81 92
7050
ryanjoachim
mcp-rtfm Claim 2
Transform your non-existent or unreadable docs into an intelligent, searchable …
B 71 55 88 58 22 78 95
Showing 7001–7050 of 33379 servers
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