MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53851
kogarashi86
WikiStrata Claim
Enables querying and interacting with a Markdown wiki generated from Confluence…
53852
nisalgunawardhana
A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
53853
timaw513-emergenit
Enables AI assistants to interact with Salesforce orgs through natural language…
N/A N/A
53854
pdavis68
Reverse-engineer Atari 8-bit binaries and ATR disk images with 6502 disassembly…
N/A N/A
53855
hkopenai
Enables users to retrieve Hong Kong government security incident reports from t…
53856
Ramakrishnan24689
Agent 365 Claim
An authenticated MCP app that calls Microsoft Graph API via OBO flow and render…
53857
masahirijjz
test Claim
N/A N/A 95
53858
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
53859
Calame-Tech
Calame Claim
Visual no-code generator that turns any database into multiple scoped MCP serve…
53860
davidlinjiahao
plaud-mcp Claim
Enables querying Plaud AI recordings, transcripts, and summaries through the Pl…
N/A N/A
53861
rin2401
smithery-mcp Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
N/A N/A 95
53862
MakiDevelop
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
N/A N/A
53863
u9401066
Enables medication reference workflows including drug search, dosing calculatio…
53864
shuididata
Unlocks comprehensive enterprise data insights, enabling queries on business en…
53865
metatool-ai
A proxy MCP server that aggregates tools from multiple MCP servers and forwards…
53866
hieudtr8
An MCP server for iOS simulator automation with reliable clipboard-based text i…
N/A N/A
53867
ncbo
A Model Context Protocol (MCP) server for interacting with the BioPortal API to…
N/A N/A
53868
mosandlt
Enables MCP clients to control Bosch Smart Home Cameras via natural language, i…
N/A N/A
53869
pipeworx-io
mcp-govtrack Claim
Provides tools to fetch US Congress data including bills, members, and vote det…
53870
cyberbuff
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
53871
redhat-community-ai-tools
MCP server for DCI API enabling AI models to extract and analyze DCI jobs, comp…
53872
maihengxing999
Model Context Protocol server that standardizes tool discovery, execution, and …
N/A N/A
53873
ringo380
ga-mcp-full Claim
Provides full Google Analytics 4 management and reporting capabilities via MCP,…
N/A N/A
53874
iterorganization
IMAS Codex Claim
Provides AI assistants with natural language access to IMAS data structures and…
53875
Possessionfleece848
Provides live stock and crypto prices to AI apps via Yahoo Finance and Binance,…
N/A N/A
53876
cybrium-ai
Provides AI coding assistants with real-time security scanning superpowers, inc…
N/A N/A
53877
arjun-vegeta
AgenTest Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
N/A N/A
53878
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
53879
here-tunan
Enables AI tools to manage Anki flashcards, including deck management, card sea…
N/A N/A
53880
Chris-June
A sophisticated AI-powered server providing intelligent, context-aware conversa…
53881
OmadaIdentity
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
N/A N/A
53882
KultivatorConsulting
This MCP server connects AI agents to a PiKVM device, enabling full keyboard, m…
53883
gapra
useVyre component context for AI agents — valid props, variants, anti-patterns,…
N/A N/A
53884
rulecom
mcp-rule Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
53885
ankitbhatnagartech
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
53886
VincentKaufmann
An MCP server that gives local LLMs access to Google search, live feeds, YouTub…
N/A N/A
53887
andresfortunato
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
N/A N/A
53888
iceener
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
53889
Lupiita4
Enables sending and managing emails via Postmark, including email delivery with…
N/A N/A
53890
PaymanAI
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
N/A N/A 95
53891
automateyournetwork
Provides structured access to Wikipedia content including search, summaries, im…
53892
xiagaohui
A local, open-source look‑alike of Claude Code's Artifacts feature, enabling pe…
N/A N/A
53893
axel-belfort
Email sending API for AI agents. Send transactional emails programmatically — t…
81
53894
TomCN0803
A Model Context Protocol server for managing text notes, with resources (note:/…
N/A N/A
53895
ugoi
vikunja-mcp Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
53896
tuitamogamer-gpt
A local stdio MCP server that gives Claude (or any MCP client) full programmati…
N/A N/A
53897
Crocodile-beep
Connects AI agents to Telegram via the official TDLib library, enabling tools l…
N/A N/A
53898
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
N/A N/A
53899
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
53900
dcc-mcp
dcc-mcp-fpt Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
Showing 53851–53900 of 54421 servers