MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25250
Scored
1416
Verified
16957
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32501
MCP-Mirror
Provides specialized backup and restoration capabilities for AI agents and code…
N/A N/A 95
32502
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
32503
pipeworx-io
fruityvice Claim
Fruityvice MCP — wraps Fruityvice API (free, no auth)
32504
archergate-mcp
Archergate Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
N/A N/A
32505
cristianuibar
Bricks MCP Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
32506
xiaobenyang-com
mbit-test Claim
N/A N/A 95
32507
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
32508
supersonicwisd1
A Multi-Agent Collaboration Protocol server that automates newsletter creation …
81
32509
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
32510
igormilovanovic
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
32511
rplryan
Discovers and queries x402-payable APIs at runtime — enables autonomous agents …
32512
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A
32513
therealjlc1
Connects AI assistants to SharpEdge AI to discover +EV sports betting opportuni…
32514
lemon07r
Vera Claim
Local code search combining BM25, vector similarity, and cross-encoder rerankin…
N/A N/A
32515
superyw123
copilot Claim
N/A N/A 95
32516
bhayanak
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
32517
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A
32518
GAKUGO
Provides real-time and historical exchange rate data for JPY against major curr…
32519
OldTemple91
MCP server for koreafilings.com — AI-summarized Korean DART (전자공시) corporate di…
32520
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
32521
mobile.psy.div3r
clou Claim
N/A N/A 95
32522
post-pulse
PostPulse Claim
PostPulse is a unified API and integration suite that handles the complexity of…
32523
pdcolandrea
Enables users to search and browse Mobbin's extensive library of mobile app des…
N/A N/A
32524
gabrielfilipe7unb
hw3-nanda Claim
N/A N/A 95
32525
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
32526
casestudies
Search, analyse, and compare thousands of real company case studies. Built for …
32527
guidobosch87
decodo-coppi Claim
N/A N/A 95
32528
kamath
Provide a simple MCP server implementation to demonstrate integration with Sent…
N/A N/A 95
32529
sealca
secrets-mcp Claim
Provides Claude Code with access to personal secrets and notes stored in a loca…
N/A N/A
32530
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
N/A N/A
32531
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
32532
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
32533
agulaya24
baselayer Claim
Serves portable behavioral identity models via MCP. Extracts how a person thin…
32534
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
N/A N/A 95
32535
Archie0125
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
32536
gregorydickson
memory-graph Claim
N/A N/A 95
32537
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
32538
gksdjf1690
post-server Claim
N/A N/A 95
32539
Moiuid
image Claim
N/A N/A 95
32540
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
32541
dungeonroll0
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
N/A N/A 81
32542
jaejin0me
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
N/A N/A 95
32543
SirGreed808
MCP server for Zoho Mail. Read, search, and send email from Claude.
N/A N/A
32544 N/A N/A 95
32545
MAB2908
zont-mcp Claim
An MCP server that connects AI assistants to the ZONT heating system via the of…
N/A N/A
32546
soohoon
greptile Claim
N/A N/A 95
32547
CustifyOfficial
Connects AI assistants to Custify customer success data for querying account me…
32548
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
81
32549
32550
soynog
dev-loop-mcp Claim
An MCP server that automates the full software development lifecycle through an…
Showing 32501–32550 of 33379 servers
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