MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10001
seynurmammad0v
Obsidian MCP ⚡ Claim
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
C 66 5⁄4 ◉ ⏳ 88 0 N/A 57 89 99
10002
qubaomingg
一个 Alpha Vantage API 查询 股票信息的 MCP server.
C 66 5⁄5 ◉ ⏳ 70 61 — 26 80 83
10003
toolprint
mcp-graphql-forge ⚡ Claim
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
C 66 6⁄4 ◉ ⏳ 96 66 0 33 95 100
10004
Qyusu
An MCP server that provides static validation and documentation lookup for quan…
C 66 5⁄5 ◉ ⏳ 57 58 — 42 80 92
10005
JayQuan-McCleary
ZenLink MCP ⚡ Claim
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
C 66 5⁄4 ◉ ⏳ 78 28 N/A 32 87 99
10006
devbrother2024
A boilerplate project for quickly developing Model Context Protocol servers usi…
C 66 5⁄4 ◉ ⏳ 60 58 N/A 32 94 77
10007
xpn
Mythic MCP ⚡ Claim
A demonstration server that allows large language models to perform penetration…
C 66 5⁄4 ◉ ⏳ 80 30 N/A 27 95 88
10008
beekmarks
WASM MCP Server Claim 1
This server enables running a Model Context Protocol in a web browser with func…
C 66 5⁄5 ◉ ⏳ 78 60 — 21 77 83
10009
PetrefiedThunder
mcp-census ⚡ Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 5⁄5 ◉ ⏳ 54 63 — 32 82 93
10010
iamnotagentleman
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
C 66 5⁄5 ◉ ⏳ 68 38 — 44 81 99
10011
isakskogstad
Kolada MCP Server ⚡ Claim
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
C 66 6⁄6 ◉ ⏳ 88 72 0 64 81 94
10012
kmwebnet
CO2 Sensor MCP Server ⚡ Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 5⁄4 ◉ ⏳ 94 26 N/A 20 95 80
10013
Three-Little-Birds
XFOIL MCP Server ⚡ Claim
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
C 66 5⁄5 ◉ ⏳ 48 70 N/A 49 95 67
10014
newageflyfish-max
volthq ⚡ Claim
Compute price oracle for AI agents. Compare inference pricing across 8 provider…
C 66 5⁄4 ◉ ⏳ 72 37 — 32 90 91
10015
BACH-AI-Tools
NASA MCP Server ⚡ Claim 1
Provides standardized access to 20+ NASA data sources including astronomy pictu…
C 66 5⁄5 ◉ ⏳ 62 83 — 55 81 40
10016 C 66 5⁄4 ◉ ⏳ 54 60 N/A 13 95 98
10017
Mineru98
A server that enables AI models to interact with MySQL databases through a Mode…
C 66 5⁄5 ◉ ⏳ 90 50 — 53 81 47
10018
Kaiohz
MCP Perplexica ⚡ Claim
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
C 66 5⁄5 ◉ ⏳ 62 61 — 29 81 88
10019
vinsidious
Whodis MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to check domain name…
C 66 5⁄5 ◉ ⏳ 51 63 — 36 82 94
10020
pr0cf5
GhidraMCP ⚡ Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 5⁄4 ◉ ⏳ 66 33 N/A 40 95 91
10021
skurekjakub
MCP server providing Git-related functionalities, primarily a tool to generate …
C 66 5⁄5 ◉ ⏳ 74 82 N/A 29 95 35
10022
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 5⁄5 ◉ ⏳ 60 75 — 56 80 55
10023
13rac1
A Model Context Protocol server that enables AI assistants to access and contro…
C 66 5⁄4 ◉ ⏳ 57 55 N/A 22 94 93
10024
workerportfolio
Enables persistent storage and retrieval of decisions, settings, and operationa…
C 66 5⁄5 ◉ ⏳ 80 58 — 22 80 75
10025
saktheeswar
Enables AI agents to query and interact with Azure DevOps data, including work …
C 66 5⁄5 ◉ ⏳ 60 63 — 27 81 91
10026
AlyssonM
HiveAuth MCP Server ⚡ Claim 1
A Model Context Protocol (MCP) server that enables LLM applications to perform …
C 66 5⁄5 ◉ ⏳ 78 82 N/A 28 89 37
10027
pmbstyle
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
C 66 6⁄4 ◉ ⏳ 90 62 0 44 95 100
10028
Srish-ty
A server that manages conversation context for LLM interactions, storing recent…
C 66 5⁄5 ◉ ⏳ 86 36 — 23 81 94
10029
jtucker
A Model Context Protocol server that allows Claude to query the Untappd beer da…
C 66 5⁄4 ◉ ⏳ 71 33 N/A 47 95 83
10030
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 5⁄5 ◉ ⏳ 48 68 — 27 81 100
10031
AnkitDigitalsherpa
Echo ⚡ Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 5⁄4 ◉ ⏳ 48 62 N/A 20 95 100
10032
chadismoving
Enables deployment of MCP servers to Cloudflare Workers without authentication …
C 66 5⁄5 ◉ ⏳ 72 60 — 23 81 84
10033
DatalisHQ
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
C 66 5⁄5 ◉ ⏳ 72 43 — 49 70 96
10034
pc-style
An MCP server that enables AI clients to delegate tasks to autonomous developer…
C 66 5⁄5 ◉ ⏳ 69 100 — 24 81 40
10035
firozanam
Provides intelligent error detection and debugging capabilities across multiple…
C 66 5⁄4 ◉ ⏳ 72 28 N/A 51 90 91
10036
currents-dev
currents-mcp ⚡ Claim
C 66 5⁄5 ◉ ⏳ 72 68 — 61 82 44
10037
amankale376
Enables comprehensive LinkedIn profile search, data extraction, and contact enr…
C 66 5⁄5 ◉ ⏳ 60 62 — 22 81 96
10038
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 5⁄5 ◉ ⏳ 68 38 — 43 81 100
10039
randyandrade
AGI MCP Server ⚡ Claim 1
Enables persistent memory for AI systems by providing tools for episodic, seman…
C 66 5⁄5 ◉ ⏳ 78 82 — 33 78 41
10040
iuill
MCP Grareco Claim 1
A MCP server that creates graphic recordings by converting websites or text inp…
C 66 5⁄4 ◉ ⏳ 53 58 N/A 39 95 84
10041
ayyappachinpandi
MCP Calculator Server ⚡ Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 5⁄5 ◉ ⏳ 62 55 — 27 82 100
10042
dealfluence
adeu ⚡ Claim
Automated DOCX Redlining Engine
C 66 5⁄4 ◉ ⏳ 60 23 N/A 70 95 90
10043
lxe
Chrome MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to control Chrome br…
C 66 5⁄4 ◉ ⏳ 57 58 N/A 26 87 95
10044
shanggqm
Provides weather forecast data for locations in China using the HeFeng Weather …
C 66 5⁄5 ◉ ⏳ 80 70 — 18 80 64
10045
v9rt3x
CS2 RCON MCP Server ⚡ Claim 1
A Model Context Protocol server that allows management of Counter-Strike 2 game…
C 66 5⁄5 ◉ ⏳ 61 41 — 48 81 100
10046
DOGGY-SAINT
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
C 66 5⁄4 ◉ ⏳ 70 33 N/A 34 92 98
10047
anshulpatre
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
C 66 5⁄4 ◉ ⏳ 72 43 N/A 16 95 95
10048
wangshunnn
bilibili MCP Server ⚡ Claim 1
A Model Context Protocol server that allows AI assistants to retrieve user info…
C 66 5⁄5 ◉ ⏳ 53 100 — 48 81 40
10049
anshulbehl
AAP MCP Server ⚡ Claim
Enables comprehensive management of Ansible Automation Platform Controller and …
C 66 5⁄5 ◉ ⏳ 72 66 — 18 80 82
10050
EgorKluch
LAML MCP Server ⚡ Claim 1
Enables loading and accessing LAML (YAML-based markup language) documents from …
C 66 5⁄5 ◉ ⏳ 54 100 N/A 26 95 40
Showing 10001–10050 of 69093 servers
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