MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62801
rushikeshmore
AdminAgent Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
62802
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
62803
weixianshishen
Enables Codex-powered Git code review by collecting diffs and generating Chines…
N/A N/A
62804
JaimeCernuda
vMCP Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
N/A N/A
62805
ifmelate
Universal MCP server for extracting text from various document formats includin…
N/A N/A
62806
ChilindrinoBot
Enables remote control of audio playback and system volume on a Raspberry Pi vi…
N/A N/A
62807
agentkarmaio
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
62808
yedidya-buildfy
Aicon Claim
Enables AI-powered icon search, generation, and download from 275,000+ icons wi…
N/A N/A
62809
ThalesGroup
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
62810
giauphan
Enables AI agents to interact with both frontend and backend projects by provid…
N/A N/A
62811
osrbot
osracer-mcp Claim
MCP server for safe OSRacer vehicle control, exposing ROS 2 and MCU serial surf…
N/A N/A
62812
hedera-dev
Integrates with a Langchain wrapper to interact with the Hedera network via nat…
N/A N/A
62813
Shalin-Shah-2002
LearnFlow AI Claim
AI-powered MCP server that transforms learning by finding best YouTube tutorial…
62814
1018053166
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
N/A N/A
62815
WebpageFX
Retrieve product details by product number and list all items currently on sale…
N/A N/A 95
62816
charonferries
mnemosyne Claim
Knowledge commons where AI agents share lessons - failures first-class - and le…
62817
risk-ai
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
62818
Nairolf138
Eos MCP Claim
Transforms an ETC Eos lighting console into a service controllable by AI assist…
N/A N/A
62819
dormonbear
Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
62820
lmno100
Agent-readiness scanner (0-5 score), robots.txt + llms.txt generators, managed …
62821
nelsonra
mixcloud-mcp Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
62822
timtty-sinch
andy Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
N/A N/A
62823
bepitulaz
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
62824
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
62825
kevmoz
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
N/A N/A
62826
BaoNgoThien18
Enables AI tools to understand a database, inspect schema, and run safe SELECT …
62827
ENGRZULQARNAIN
MCP server enabling AI models to list S3 buckets, objects, and download files s…
62828
JohnnieEmmanuel
Enables interaction with Paystack via MCP tools to get total transactions, crea…
62829
luizhbesper
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
N/A N/A
62830
orioninfra
Celestia network intelligence for AI agents: daily analysis, anomaly signals an…
62831
RawKnuck
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
N/A N/A
62832
focxle
Ask what your AI agents cost. Per agent, across every vendor, from your editor.
N/A N/A
62833
opensearch-project
MCP server for OpenSearch that enables AI assistants to interact with OpenSearc…
62834
DarrenZal
Otter MCP Claim
Enables AI assistants to search and retrieve meeting transcripts from Otter.ai,…
N/A N/A
62835
alexandrali0506
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
62836
syou6
AI-powered GitHub repository analytics through MCP. Analyze repositories, track…
62837
cloudflare
Cloudflare Radar Claim
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
81
62838
engalar
Enables intelligent SPARQL query execution, ontology management, and graphmart …
62839
Parth3930
clenzer Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
N/A N/A
62840
jamot-pro
Jamot MCP Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
62841
Joakim-Sael
Enables AI agents to share and use community-contributed browser configs, dynam…
N/A N/A
62842
MattiVenta-SiiliSolutionsOyj
MCP server that provides weather information for the Linnannmaa area, enabling …
N/A N/A
62843
PsychQuant
che-word-mcp Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
N/A N/A
62844
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
62845
pradeepmisal
Enables AI clients to interact with Autodesk Revit for building design, editing…
N/A N/A
62846
analekt
Adds furigana (reading) to Japanese text using Yahoo! JAPAN's Furigana API, sup…
62847
nt4f04uNd
An MCP server for querying your Pricempire CS2 trader portfolio, providing tota…
62848
ethereum-optimism
An MCP server for prompt injection boundary enforcement that scans URL content …
62849
alanbuxton
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
62850
cinderhaus
heygen-mcp Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
Showing 62801–62850 of 67291 servers