MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58251
cortex8
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs,…
81
58252
vannet
GotFreeFax Claim
Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.
58253
glachana
Exposes Microsoft BCQuality repository (Business Central development best pract…
N/A N/A
58254
tsuruokashun08
Provides Japanese tax and invoice utilities such as consumption tax calculation…
N/A N/A
58255
SmartMemory Claim 1
Graph + vector memory for agents: recall, ingest, search, distill. Local or rem…
N/A N/A 81
58256
shawnsammartano-hub
Open Brain Claim
A remote MCP server enabling semantic memory across multiple AI platforms like …
N/A N/A
58257
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
58258
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
N/A N/A 83
58259 N/A N/A 95
58260
garfield-bb
hap-mcp Claim
N/A N/A 95
58261
arianashafiee
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
N/A N/A
58262
deficlow
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
58263
TheBarmaEffect
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
N/A N/A
58264
hyperweb-io
MCP server that enables AI agents to generate, verify, and set up Starship conf…
58265
areebahmeddd
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
58266
projectcues
Pro Se Engine is an MCP server that provides 39 legal research tools across 6 g…
58267
ohthepain
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
N/A N/A
58268
Baneado98
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
58269
molpass
mcp-gwansang Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
N/A N/A
58270
bd01010
A ChatGPT custom connector that enables users to access, create, and manage Goo…
81
58271
portalsprotocol
Connects AI agents to decentralized, community-built APIs on Solana, enabling a…
N/A N/A
58272
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
N/A N/A
58273
adrianpuiu
Bridges Ollama's capabilities with MCP-compatible clients, enabling web search …
N/A N/A
58274
code-alchemist01
Enables AI assistants to interact with and manage multiple database types (Post…
N/A N/A
58275
OrangeproAI
OrangePro Claim
Find test gaps, generate grounded tests, and dynamically prove behavior with mu…
N/A N/A
58276
sandraschi
A high-performance control plane for Ollama-based local LLM sessions with backg…
N/A N/A
58277
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
81
58278
shuji-bonji
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
58279
yasg1988
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
58280
dmarsters
Generates formal string diagram visualizations of Lushy brick compositions, ena…
N/A N/A
58281
DJDAgentScore
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
N/A N/A 95
58282
kenzo1024
MCP server for RenderDoc that enables AI assistants to analyze GPU frame captur…
N/A N/A
58283
runapi-ai
MCP server for GPT-4o Image model line, enabling text-to-image task creation, s…
58284
doberoi21
A task manager MCP server that demonstrates all three MCP primitives (tools, re…
N/A N/A
58285
deresolution20
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
N/A N/A
58286
openapi
Provides a ready-to-run MCP server and Python SDK for securely interacting with…
58287
skiddgoddamn
tgtrack-mcp Claim
Manage a tgtrack (Откуда Подписки) account from an AI agent — channels, ad-syst…
58288
pradeepmisal
Enables AI clients to interact with Autodesk Revit for building design, editing…
N/A N/A
58289
d1dx2025
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
81
58290
engalar
Enables intelligent SPARQL query execution, ontology management, and graphmart …
58291
cloudflare
Cloudflare Radar Claim
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
81
58292
RawKnuck
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
N/A N/A
58293
kevmoz
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
N/A N/A
58294
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
58295
bepitulaz
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
58296
nelsonra
mixcloud-mcp Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
58297
lmno100
Agent-readiness scanner (0-5 score), robots.txt + llms.txt generators, managed …
58298
risk-ai
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
58299
1018053166
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
N/A N/A
58300
Shalin-Shah-2002
LearnFlow AI Claim
AI-powered MCP server that transforms learning by finding best YouTube tutorial…
Showing 58251–58300 of 67286 servers