MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52851
skroes
whisper-mcp Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
— ○ ⏳ — N/A N/A — — —
52852
frazierlee
OneSocial Claim
OneSocial — The Professional Operating System™ Find vetted freelancers, creati…
— ○ ⏳ — — — — 81 —
52853
Andy-Corrigan-98
MCP server providing persistent brain storage for LLM agents, including memory,…
— ○ ⏳ — — — — — —
52854
yusakuvol
An MCP server that provides calculations for 11 betting methods including Marti…
— ○ ⏳ — — — — 81 —
52855
davidalo
serial-mcp Claim
MCP server for serial port communication. Provides tools to open, read, write, …
— ○ ⏳ — N/A N/A — — —
52856
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
— ○ ⏳ — N/A N/A — — —
52857
bofob
Robot embodied-AI cloud for GPU training, inference, benchmarks, and robot data…
— ○ ⏳ — — — — — —
52858
735140144
wiznote-mcp Claim
Enables Claude to interact with a private WizNote server for document managemen…
— ○ ⏳ — N/A N/A — — —
52859
Erlichooo
xmind-mcp Claim
Enables AI assistants to read and write XMind mind map files, allowing generati…
— ○ ⏳ — N/A N/A — — —
52860
lxg2it
MCPico Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
— ○ ⏳ — — — — — —
52861
glygener
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
— ○ ⏳ — — — — — —
52862
sergiocalvog
Provides translation and language detection tools to AI agents, processing text…
— ○ ⏳ — N/A N/A — — —
52863
samscarrow
oracle ⚡ Claim
Connect to Oracle databases via MCP, providing secure read-only access with sup…
— ○ ⏳ — — — — 86 —
52864
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
— ○ ⏳ — — — — 81 —
52865
eitan3
A multi-account MCP server providing 72 tools for Gmail and Google Calendar, wi…
— ○ ⏳ — — — — — —
52866
quizlar
Quizlar Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
— ○ ⏳ — — — — — —
52867
BusyBee3333
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
— ○ ⏳ — — — — — —
52868
timeweb-cloud
Automates deployment of applications to Timeweb Cloud via the Model Context Pro…
— ○ ⏳ — — — — — —
52869
askuma
Architecture diagram with concurrency capacity and bottleneck estimates from an…
— ○ ⏳ — N/A N/A — — —
52870
RetroRobAI
Authority-weighted memory graph for AI agents with conflict detection and seman…
— ○ ⏳ — N/A N/A — — —
52871
Context3D
Enables AI-powered 3D model generation from text and images with PBR textures, …
— ○ ⏳ — — — — 81 —
52872
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
— ○ ⏳ — — — — 81 —
52873
pipeworx-io
Enables searching and querying Lake County, Illinois open geospatial data (parc…
— ○ ⏳ — — — — — —
52874
DevpeakAB
hit-mcp Claim
Read-only MCP server for the HIT ticket management system that lists queues, se…
— ○ ⏳ — — — — — —
52875
mikecali
Enables AI-powered business intelligence queries on Elasticsearch data using na…
— ○ ⏳ — N/A N/A — — —
52876
NavinAgrawal
mcp-broker Claim
Local MCP broker that exposes one compact entry for many upstream servers.
— ○ ⏳ — N/A N/A — — —
52877
petabloom
Access high quality transcripts for podcasts. Updated in real-time as new episo…
— ○ ⏳ — — — — 81 —
52878
securecoders
Enables AI assistants to perform multi-provider deep research via Parallect.ai,…
— ○ ⏳ — — — — — —
52879
kubilaykarpat
truqu-mcp Claim
Enables querying and managing Truqu goals, feedback, and reflections by loading…
— ○ ⏳ — N/A N/A — — —
52880
tylergibbs1
Provides AI agents access to Medicare coverage policies, prior authorization re…
— ○ ⏳ — — — — 81 —
52881
sattva2020
MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy O…
— ○ ⏳ — — — — — —
52882
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
— ○ ⏳ — — — — 81 —
52883
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
— ○ ⏳ — — — — — —
52884 — ○ ⏳ — N/A N/A — 95 —
52885
557888-pixel
Enables AI assistants to interact with the Cocos Creator 3.8+ editor through st…
— ○ ⏳ — N/A N/A — 95 —
52886
foro-sh
todo-mcp Claim
A stateful todo-list MCP server that allows adding, listing, completing, and de…
— ○ ⏳ — — — — — —
52887
andyc00ps
An MCP server that enables conversational access to Lumar SEO crawl data via it…
— ○ ⏳ — — — — 81 —
52888
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
— ○ ⏳ — — — — 81 —
52889
Bryan-cmf
cross-search Claim
Enables multi-engine parallel search with cross-validation, combining Brave, Ta…
— ○ ⏳ — — — — — —
52890
mdev26
Enables AI assistants to manage Microsoft SharePoint documents and folders thro…
— ○ ⏳ — — — — — —
52891
dondai1234
mcptokens Claim
Provides tool to count token cost of any MCP server's tool definitions, enablin…
— ○ ⏳ — N/A N/A — — —
52892
David-IABB
Resume parsing & candidate matching engine (European markets - ONSS/DIMONA comp…
— ○ ⏳ — N/A N/A — — —
52893
productdevbook
sufetch Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
— ○ ⏳ — — — — — —
52894
paulogarciarego
Enables teams to share context and messages between Claude Code sessions via a …
— ○ ⏳ — N/A N/A — — —
52895
tzangms
shopline-mcp Claim
MCP server for the Shopline Open API. Exposes 140+ tools for querying and manag…
— ○ ⏳ — — — — — —
52896
0x-Professor
Enables forensic investigators to acquire data from Android devices via ADB, in…
— ○ ⏳ — N/A N/A — — —
52897
DikshaDogra25
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
— ○ ⏳ — N/A N/A — — —
52898 — ○ ⏳ — — — — 81 —
52899
hady2010
openwrt-mcp Claim
Allows you to interact with an OpenWrt router via SSH, enabling command executi…
— ○ ⏳ — N/A N/A — — —
52900
UltraStarz
x402-extract Claim
Pay-per-call MCP server. $0.01 USDC extracts schema.org/Product JSON from any U…
— ○ ⏳ — N/A N/A — — —
Showing 52851–52900 of 69182 servers