MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
odds-api-io
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
35952
WilsonWordsofWisdom
MCP server for GovTech's Transcribe speech-to-text service, enabling audio uplo…
35953
takurot
Enables querying Utsunomiya city's open datasets using natural language, with f…
35954
Gokul2
An MCP server that lets AI assistants control Adobe Illustrator locally—running…
N/A N/A
35955
joaodelapace
abap-mcp Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
35956
AetherWave-Studio
Music, image, video and audio generation across top AI providers - one key, one…
N/A N/A
35957
MCP-Mirror
MCP SysOperator Claim 1
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
81
35958
luan007
Enables AI agents to create and edit Figma Slides in real-time, with built-in r…
N/A N/A
35959
sandraschi
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
N/A N/A
35960
parkavenue9639
Bridges Codex to external CLI coding agents for read-only code analysis and det…
N/A N/A
35961
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
35962
skjortan23
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
35963
friendlygeorge
Enables AI agents to connect to any GraphQL endpoint, introspect schemas, and e…
35964
jrubiosainz
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
N/A N/A
35965
galderic
serial-mcp Claim
An MCP server that enables AI agents to read serial output from devices by buff…
N/A N/A
35966
yksanjo
Local explicit memory vault exposing MCP tools for storing, searching, and mana…
35967
potentgtm-prog
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
35968
CSOAI-ORG
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35969
HaidarESBER
Enables AI agents to control a browser via MCP with structured perception, veri…
N/A N/A
35970
Sandeep-Petwal
MCP Server Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
35971
Ajayvtl
kryonex-mcp Claim
A TypeScript-based MCP server implementing a simple notes system with resources…
N/A N/A
35972 N/A N/A 95
35973
veniceai
Provides 31 tools and 3 resources to access Venice's uncensored AI models for c…
35974
rishipatel-1
A hexagonal TypeScript starter for production MCP servers with built-in authent…
35975
keepit-official
Keepit MCP Claim
MCP server for interacting with Keepit backup and data protection services. Ena…
N/A N/A
35976
lixiaowww
veragent-mcp Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
35977
srclight
model-radar Claim
MCP server that pings 130+ free coding LLM models across 17 providers in real-t…
35978
mizulike
vapi-ai-mcp Claim
N/A N/A 95
35979
Edqe14
ntfy-mcp Claim
MCP server for sending notifications to ntfy.sh or self-hosted ntfy instances.
N/A N/A
35980
thalovant
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
35981
akemi1tr
SentinelMCP Claim
Analyzes inputs and outputs in real-time to protect against prompt injections, …
N/A N/A
35982
cognis-digital
Adversa Claim
LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
N/A N/A
35983
ArtSabintsev
Read-only MCP server for public Guild Wars 1 sources (wiki, builds, YouTube, Re…
35984
AiAgentKarl
Hive Mind Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
35985
sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
N/A N/A
35986
metachain-org
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
35987
AINative-Studio
Zero-config PostgreSQL MCP server with auto-provisioning. Drop-in replacement f…
35988
SmartDogg
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
81
35989
Flyger1an
Search merchants, inspect structured offers, and validate checkout or negotiati…
35990
cspenn
karve Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
N/A N/A
35991
Lyonsupernova
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
35992
Memstem
Memstem Claim
A standalone memory service that provides a unified, pull-based knowledge store…
N/A N/A
35993
shivanshBTW
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
35994
chinmaybhatk
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
35995
lbreid07-dotcom
AI-powered property intelligence for instant zoning analysis, buildability asse…
81
35996
ged-pawel
An MCP server for construction tools that calculates wall formwork material tak…
35997
Mum3n8r
Generates AI-written personalized cold email opening lines from a prospect's we…
35998
jerry2247
admob-mcp Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
N/A N/A
35999
tether-md
Tether MD Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
N/A N/A
36000
SleepyDog053
opengrok-mcp Claim
Enables LLMs to query OpenGrok for source code searches, including definitions,…
Showing 35951–36000 of 64636 servers
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