MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32051
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
81
32052
SatyamSingh8306
mcp_arena Claim
A production-ready Python library for building MCP servers with agent orchestra…
32053
pipeworx-io
Access Colorado government open data via Socrata SoQL API. Enables searching da…
32054
pipeworx-io
mcp-data-wa Claim
Enables querying and exploring Washington State open data via the Socrata SoQL …
32055
fulcrum-governance
fulcrum Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
N/A N/A 83
32056
ilgizar-valiullin
Enables AI agents to perform unified web searches, GitHub, and GitLab searches …
32057
pradhann
optionslab Claim
Options analytics MCP server providing 40+ tools for options chain data, positi…
N/A N/A
32058
nikan
elorus-mcp Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
32059
litvaerickson-spec
Provides AI agents with a secure offline-first long-term memory system using Ob…
N/A N/A
32060
thicapistrano
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
32061
TameemAlkadiki
Enables AI assistants to back up, list, and restore n8n workflows and PostgreSQ…
N/A N/A
32062
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
32063
glygener
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
32064
fazalrshah
Enables AI agents to autonomously check, diagnose, and recover Dockerized servi…
N/A N/A
32065
emanuelmoraes
Enables AI clients to manage and manipulate text files in a secure local direct…
N/A N/A
32066
cybrlou
Enables AI agents to send emails via Microsoft 365/Office 365 using app-only au…
32067
nullxnothing
solblade Claim
AI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manag…
N/A N/A
32068
yasiraquil
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
N/A N/A
32069
bunnyiesart
A read-only MCP server that enables AI assistants to search, aggregate, and exp…
32070
aryanduntley
AIMFP Claim
MCP server for the AIMFP paradigm, enabling AI assistants to manage functional …
N/A N/A
32071
recursive
Query the Recursive AI support agent platform — pricing, features, capabilities…
81
32072
pipeworx-io
Enables searching and querying Washington DC's open geospatial datasets (parcel…
32073
chris-paton
Search and book luxury villa rentals across Europe with real-time availability …
32074
pipeworx-io
Enables querying NYC Open Data datasets using natural language, with tools to s…
32075
pipeworx-io
Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
32076
pipeworx-io
An MCP server for accessing the UK's official legislation database (legislation…
32077
pipeworx-io
Enables querying statistical data from the Statistical Office of the Republic o…
32078
warunacds
A Model Context Protocol server that connects AI assistants to your Domain Pilo…
32079
pipeworx-io
Wraps the Frankfurter API to enable currency exchange rate queries and conversi…
32080
Kyrnepi
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
32081
egargale
An MCP proxy server that enriches Longbridge's financial API with UI-enhanced t…
32082
itunified-io
MCP server for Oracle Linux OS operations, providing tools for package manageme…
32083
pipeworx-io
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
32084
baleen37
Stores journal entries locally with semantic search using multilingual embeddin…
N/A N/A
32085
chemagents
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
32086
axel-belfort
Language detection API for AI agents. Identify the language of any text using t…
N/A N/A 95
32087
dtannen
A comprehensive project management system with MCP support, enabling AI agents …
N/A N/A
32088
keurcien
An MCP server for Claude Desktop that allows users to query data from selected …
N/A N/A 95
32089
91fapiao-cn
Provides 101 browser automation operations via Playwright, including navigation…
N/A N/A
32090
one710
ComputerMate Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
N/A N/A
32091
pipeworx-io
College Scorecard MCP — US Department of Education College Scorecard API
32092
schwarztim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
32093
gracelee087
An unofficial MCP server for Google NotebookLM that enables users to manage not…
N/A N/A
32094 N/A N/A 95
32095
BoonieX
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
32096
jonelgithub
Enables AI assistants to interact with Investec banking accounts, transactions,…
32097
profanter-dev
truenas-mcp Claim
Read-only MCP server for TrueNAS SCALE 25.10+ that connects via JSON-RPC 2.0 We…
32098
DenUsenko
Connects Claude Desktop to real-time stock market data via Finnhub API, enablin…
32099
kingtousick
lawyer-mcp Claim
Enables searching Korean court auction cases and personal case information via …
N/A N/A
32100
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
Showing 32051–32100 of 62098 servers
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