MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55851
key
Real-time cryptocurrency news, analysis, and price predictions for AI agents vi…
81
55852
MCPServings
paper-mcp Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
55853
DuoDuo25
MCP server that pushes Feishu (Lark) messages to Claude Code sessions and allow…
N/A N/A
55854
iflow-mcp
Lets Claude Code query multiple AI models (Gemini, Grok, ChatGPT, DeepSeek) for…
N/A N/A
55855
Superuser666-Sigil
Provides IDE-like code navigation and search for local repositories, enabling A…
55856
sevenfifty777
Enables AI assistants to interact with DCS World in real-time through chat by e…
N/A N/A
55857
AmirUpSkill
Provides Large Language Models with real-time access to the latest documentatio…
55858
Sunilrana1978
Enables document conversion and processing through an MCP server interface for …
N/A N/A
55859
bsdnn
An MCP server that analyzes and traces business code flows across your codebase…
N/A N/A
55860
evenindividual04
pramana-mcp Claim
Enables citation-audited deep research with tools for web-grounded answers, sou…
N/A N/A
55861
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
55862
Presh-AR
MCP server enabling AI models to interact with Codescan's API for listing proje…
55863
sc0tfree
Enables incremental editing of XMind mind maps using atomic tools for reading, …
N/A N/A
55864
DanilaFe
Enables AI assistants to work with Chapel code, including compiling, linting, a…
N/A N/A
55865
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
55866
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
N/A N/A 81
55867
simondale00
mastra-test Claim
N/A N/A 95
55868
tmdaidevs
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
N/A N/A
55869
K-ulucay
Enables Claude to automate project management on DutyHub, including tasks, spri…
55870 N/A N/A 95
55871
reposit-bot
Enables AI agents to search, share, and vote on community knowledge solutions v…
55872
jbonjour
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
55873
ryanfangk
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
N/A N/A
55874 N/A N/A 95
55875
Sohaib-2
Enables AI-powered PDF manipulation through natural language commands, integrat…
N/A N/A
55876
johncallhub
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
55877
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
N/A N/A
55878
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
55879
department-of-veterans-affairs
Provides secure access to VA's VistA electronic health record system, enabling …
55880
33may
Oli Docs MCP Claim
Local MCP server for querying Oli/LimX documentation via keyword, vector, or hy…
N/A N/A
55881
AntonioBlago
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
55882
NolanLT
A headless, agent-controllable real browser as an MCP server that enables AI ag…
N/A N/A
55883
Raindancer118
sysprobe-mcp Claim
Token-efficient MCP server for Linux system diagnostics and desktop/hardware co…
N/A N/A
55884
xiaojiou176-open
Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and…
N/A N/A 95
55885
commitshow
audit Claim
Score any public GitHub repo 0-100 against the commit.show audit rubric.
N/A N/A
55886
johnjhughes
Enables MCP-compatible clients to manage Reclaim.ai tasks, including listing, c…
55887
friendlygeorge
Provides MCP tools to query Etherscan for Ethereum blockchain data—ETH balances…
N/A N/A
55888
chrischall
SignUpGenius for Claude — sign-ups, slot reports, and groups. Free accounts or …
N/A N/A
55889
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
55890
HikmetCTK
A powerful MCP server that helps you discover relevant repositories from your o…
N/A N/A
55891
danielma-tic
Enables form management, response handling, and analytics through the Fillout.i…
81
55892
lwjjike
Standardizes front-end JavaScript reverse engineering workflows by providing to…
N/A N/A
55893
Tomi2k
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
55894
sandraschi
PlexMCP Claim
An MCP server for Plex Media Server that enables natural language interaction w…
55895
pavecer
Connects Microsoft Copilot Studio to ServiceNow Service Catalog, enabling users…
55896
UNTAG-LAB
litejira-mcp Claim
A client-side MCP server that enables AI assistants to interact with the LiteJi…
55897
frontendRicky
PingCode MCP Claim
Enables natural language reading and management of PingCode project work items …
55898
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
55899
confident-ai
Confident AI Claim
Connects AI-powered tools to the Confident AI platform for evaluating, observin…
55900
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
Showing 55851–55900 of 57160 servers