MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29753
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53251
punt-labs
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
N/A N/A
53252
shreeyachand
A read-only MCP server for Goodreads that enables LLMs to search for books, ret…
53253
DavidOsherdiagnostica
Provides AI agents with comprehensive access to Israel's complete pharmaceutica…
53254
opgginc
opgg-esports Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
81
53255
Replicant-Partners
Provides tools for semantic decomposition, proof search, knowledge graph operat…
81
53256
dynamicendpoints
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
N/A N/A 95
53257
cyanheads
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
83
53258
gautamdsrc
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
N/A N/A
53259
facar8719-crypto
Gemini MCP Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
53260
Nimieeee
Enables AI assistants to execute computational chemistry and drug discovery wor…
N/A N/A
53261
superdwayne
Provides full programmatic control over Apple Keynote through the Model Context…
N/A N/A
53262
pipeworx-io
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
53263
mcpassistant
Provides programmatic access to MCP server testing, debugging, and validation c…
N/A N/A 95
53264
RGLgg
rgl-mcp Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
53265
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
53266
gksdjf1690
post-server Claim
N/A N/A 95
53267
utenadev
A universal MCP server that automatically discovers and registers CLI tools as …
N/A N/A
53268
Gabrielbief
suno-mcp Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
N/A N/A
53269
RenoLu
mcp-poc Claim
A minimal MCP server with four tools (add, greet, text_stats, divide) demonstra…
N/A N/A
53270
printmoneylab
x402watch Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
53271
1818TusculumSt
Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summar…
53272
flor3z-github
Provides Naver Map API functions (geocoding, reverse geocoding, directions, sta…
53273
mimanshaherbals-bot
Enables easy access to open data from the Swedish National Agency for Education…
53274
Vijay-Duke
Enables AI assistants to interact with Atlassian Cloud APIs for Confluence and …
53275
MaidedPonce
My First MCP Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
53276
lorecraft-io
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
53277
wenit
基于Node.js的MySQL MCP服务器,支持通过MCP协议安全操作MySQL数据库。
53278
RuntimeAll
image-mcp Claim
MCP server for generating images via text-to-image and image-to-image using lk8…
53279
ahmedselimmansor-ctrl
Enables AI agents to control Instagram accounts programmatically, supporting pr…
N/A N/A
53280
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
53281
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
53282
mnot
webcal-mcp Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
N/A N/A
53283
ekakit
Production-ready MCP server implementations for creative applications, enabling…
N/A N/A
53284
Model Radar Claim 1
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
N/A N/A 81
53285
jswepick
Manages advertisements across multiple platforms including Facebook, Google, an…
N/A N/A 95
53286
CSOAI-ORG
MCP server for performing filesystem operations, enabling file management and m…
N/A N/A
53287
rsp2k
mcpypi Claim
MCP server for comprehensive PyPI package intelligence, providing tools for dep…
53288
codingthefuturewithai
An MCP server that analyzes local or remote GitHub repositories, providing inte…
53289
t-j-thomas
Read-only MCP server that allows interaction with a Jama Connect instance via t…
N/A N/A
53290
ribsousa
Exposes SigmaUI Design System components to AI assistants, providing tools for …
53291
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
53292
Asim971
mcpserber Claim
N/A N/A 95
53293
equicirco
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
N/A N/A
53294
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A 95
53295
aixsignal
ruon-ai Claim
N/A N/A 95
53296
MaxGhenis
A read-write MCP server for managing Google Ads campaigns, ad groups, keywords,…
53297
operasoftware
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
N/A N/A
53298
wizenink
gst-mcp Claim
MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
N/A N/A
53299
guptaprakhariitr
MCP server providing live Wikipedia recent changes feed, page summaries, trendi…
53300
mocartlex-wq
Enables AI agents with persistent, multi-layer memory, multi-agent collaboratio…
Showing 53251–53300 of 53551 servers