MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51251
DorukYelken
mdbp-server Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
51252
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
51253
lyupro
A universal MCP server that loads Markdown skills from arbitrary folders, enabl…
N/A N/A
51254
nguyenph88
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
N/A N/A
51255
rubayatkhan
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
N/A N/A
51256
davidfstr
Revise MCP Claim
Provides tools to revise and refactor code via MCP, including moving code, inde…
N/A N/A
51257
Benziela
weather-mcp Claim
Provides real-time weather data and alerts from the National Weather Service AP…
51258
kirakirapink
MCP server for interacting with Creo Parametric CAD software. Enables tool call…
N/A N/A
51259
ashtokalo
telemcp Claim
An MCP server that gives AI assistants read-only access to your personal Telegr…
51260
wizkid17
MCP server for Magic: The Gathering card prices, deck analysis, sealed product …
51261
vbhaskarrao
sfmcMCP Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
51262
ampcome-mcps
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
51263
codegoddy
Validates AI-generated code against actual codebases to catch hallucinations, d…
N/A N/A
51264
luckinbyte
cdbmcp Claim
Enables AI clients to inspect live memory of a running C++ process on Windows u…
N/A N/A
51265
kalehdoo
Production MCP server for Postgres, Oracle, Snowflake, BigQuery, Redshift, Duck…
N/A N/A
51266
sommerdhussain
agentrails Claim
N/A N/A
51267
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
81
51268
shlomyss
LogicProMCP Claim
A local MCP server that bridges Logic Pro MIDI data via an AUv3 plugin, enablin…
N/A N/A
51269
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
51270
vkpatva
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
51271
a-g-e-n-t-s
Discord Message Sending Service for Claude Desktop and KADI Agents that enables…
51272
a2welt
ai-act-mcp Claim
Enables EU AI Act compliance assessment by classifying AI systems, listing obli…
N/A N/A
51273
haoxinm
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
51274
taha-sadikot-m
Enables routing of AI model requests for code generation and debugging with API…
51275
alraico
fffinstill Claim
MCP server for fffinstill — A Research Lab for Your Investment Ideas
51276
excalidraw
Enables AI assistants to generate interactive Excalidraw diagrams with viewport…
51277
tudoujunha
Deploys an MCP server on Cloudflare Workers with OAuth, supporting math tools l…
51278
GRISONRF
An MCP server that helps interact with and compare different GitHub Models, ena…
51279
ExaltedTrou6
b24-dev-git Claim
N/A N/A 95
51280
hensing
An Agentic RAG MCP Server that transforms Paperless-ngx into a conversational d…
51281
Axe240-commits
Provides stealth web browsing using dual browser engines (Chromium and Firefox)…
N/A N/A
51282
Lalitronico
emovi-mcp Claim
MCP server for the ESRU-EMOVI 2023 social mobility survey in Mexico. Enables AI…
N/A N/A
51283 N/A N/A 95
51284
zernozerno
Secure remote MCP server for giving AI agents access to ZERNO project briefs, t…
51285
skydeckai
Enables querying and managing personal/team internal knowledge from sources lik…
51286
George3307
aimemory Claim
Gives AI agents persistent memory with semantic search, automatic extraction, a…
N/A N/A
51287
adityaidev
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
81
51288
pedroct
Provides RAG-based FastAPI documentation retrieval and project introspection to…
51289
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
51290
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
51291
a-g-e-n-t-s
An MCP server that enables GitHub API operations such as managing repositories,…
51292 N/A N/A 95
51293
Kevork-Nexacrawl-dev
Provides access to Jina AI's suite of tools including web search, URL reading, …
81
51294
bitjungle
VÆR Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
51295
Abraar02
AI-powered threat intelligence server with real-time alert monitoring and multi…
N/A N/A
51296
jamesfiltness
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
51297
0xGval
MCP server providing AI assistants with tools for advanced EVM smart contract a…
51298
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
N/A N/A
51299
FootprintAI
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
51300
maxronner
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
N/A N/A
Showing 51251–51300 of 66502 servers