MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53801
8bitsats
A server that connects to the xAI/Grok image generation API, allowing users to …
81
53802
diditchange
server Claim
N/A N/A 95
53803
elad12390
An MCP server that lets AI assistants send spoken audio notifications using hig…
N/A N/A
53804
SuperboxAI
TrueCal Claim
Use TrueCal from AI agents to review progress, meals, targets, trends, and supp…
53805
BAiSEDagent
MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
N/A N/A
53806
dongnh
Enables control of Matter smart-home devices via REST and MCP APIs, supporting …
N/A N/A
53807
davidmosiah
whoop-mcp Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
N/A N/A
53808
aaronckj
mcp-nettools Claim
MCP server for network diagnostics providing tools like ping, DNS lookup, port …
53809
LLMTooling
Enables AI agents to bypass Cloudflare protection and scrape web content, retur…
53810
GRISONRF
An MCP server that helps interact with and compare different GitHub Models, ena…
53811
DanMarshall909
Provides lightning-fast filesystem search on Windows via the Everything SDK, wi…
N/A N/A
53812
diego.otero
analytics Claim
N/A N/A 95
53813
lkannan
A demonstration project showing how to set up and use a custom MCP server with …
N/A N/A
53814
renCosta2025
gemini-cli Claim
N/A N/A 95
53815
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
81
53816
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
53817
dynamicendpoints
Enable AI-powered process analysis, chart generation, and optimization recommen…
N/A N/A 95
53818
toan203
osv-ui-mcp Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
N/A N/A 95
53819
Sweatpantslife
Provides full MCP integration with a self-hosted NocoDB instance, enabling LLMs…
N/A N/A
53820
hjdhnx
An MCP server that enables AI assistants to interact with Odoo ERP systems, all…
53821
nicolas
airtable Claim
N/A N/A 95
53822
leedonwoo2827-ship-it
text2img-mcp Claim
Creates AI-generated images from text prompts using Google Gemini API, supporti…
N/A N/A
53823
apolocine
orm-mcp Claim
MCP server for @mostajs/orm: generate, lint (24 rules) & migrate EntitySchemas.
N/A N/A
53824
adamdude828
Provides a secure MCP interface to execute commands inside Docker Compose servi…
53825
trashchenkov
Provides speech recognition and synthesis tools via SaluteSpeech API, enabling …
N/A N/A
53826
closermethod
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
53827 N/A N/A 95
53828
compass-food
Compass DaaS Claim
Compass DaaS exposes vegan-friendly restaurant search, restaurant enrichment, a…
53829
flin-agency
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
N/A N/A
53830
IntentGuardLabs
Enables AI agents to submit Ethereum transactions with on-chain outcome protect…
N/A N/A
53831
alludium
Enables LLMs to read and manage Affinity CRM data including companies, persons,…
53832
BAESI
focal-mcp Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
N/A N/A
53833
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
53834
techformist
Seta MCP Claim
Enables Salesforce developers to create code and configuration using local docu…
53835
MRIIOT
A TypeScript MCP server that enables AI assistants to create, manage, and manip…
81
53836
nicoaguerrero
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
53837
MK-986123
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
N/A N/A
53838
the-meta-value
quantum_echo Claim
N/A N/A 95
53839 N/A N/A 95
53840
cyanheads
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
53841
geo2004
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
N/A N/A
53842
Cronlytic
A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…
53843
ryanbaumann
MCP server that retrieves up-to-date Google Maps Platform documentation and cod…
N/A N/A
53844
truong128
Control PyMOL from Cursor via natural language. Enables describing molecular st…
N/A N/A
53845
Novalya-Labs
Enables interaction with Plane.so project management API through natural langua…
53846
amanasmuei
aman-mcp Claim
Exposes identity, tools, workflows, guardrails, and evaluation as MCP tools — s…
N/A N/A
53847 N/A N/A 95
53848
yoshiomiyamae
Emotion MCP Claim
An MCP server that enables AI assistants to switch character portraits (2D imag…
N/A N/A
53849
marc-shade
MCP server for fraud detection using machine learning, behavioral biometrics, a…
N/A N/A
53850
Kalmantic
MCP server for achieving peak inference performance by detecting drift between …
N/A N/A
Showing 53801–53850 of 54421 servers