MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63751
ciaran-finnegan
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
63752
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
N/A N/A
63753
pipeworx-io
Enables searching, querying, and metadata retrieval for Réunion Open Data datas…
63754
davisdiehl
Enables browser automation and debugging through the Riddle API, including taki…
81
63755
EmilyThaHuman
Integrates Zillow real estate data with AI assistants, enabling property search…
63756
mikhalchankasm
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
N/A N/A
63757
limace11
tldw-mcp Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
63758
devon-clarkk
canary-mcp Claim
A visual canary that detects context rot and silent model degradation in long a…
N/A N/A
63759
HeyZod
fylings Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
63760
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
63761
Kaanthan24
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
63762
Sugra-Systems
Sugra API Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
63763
bobberrisford
Affiliate network reporting in your AI client. Bring your own keys. Most adapte…
63764
chadrik
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
N/A N/A
63765
KaushalprajapatiKP
Enables notes management, weather and news search, document ingestion and RAG-b…
63766
ksagala
MCP server for executing Kusto Query Language (KQL) queries against Azure Data …
N/A N/A
63767
Uhalf-y
MCP-123 Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
N/A N/A 95
63768
ason-format
Enables compression and decompression of JSON data using the token-optimized AS…
N/A N/A
63769
sjgant80-hub
foldkit Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
63770
pipeworx-io
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
63771
AkynZH
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic …
N/A N/A
63772
LeonAchata
LLM Gateway Claim
Centralized gateway for multiple AWS Bedrock models through the Model Context P…
63773
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
63774
jesusjaehan
LLM-Wiki-MCP Claim
Local knowledge base built from PDF lecture slides on Agentic Coding, exposed a…
N/A N/A
63775
engrtipusultan
An MCP server that dynamically registers prompt templates from local files and …
N/A N/A
63776
Orolol
MCP server for automatic fact-checking of political claims by querying official…
63777
zevocorp
Gives AI agents read-only access to ZEVO financial data, enabling queries about…
63778
AlvisoOculus
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentratio…
63779
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
63780
olscode
GIM-MCP Claim
An educational interaction management system that uses MCP and Ollama to create…
N/A N/A 95
63781
verbart
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
N/A N/A 75
63782
ivoryttang
Chemistry VC Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
N/A N/A 95
63783
jamie442532-hash
Provides image generation capabilities via Manus AI as MCP tools for Claude AI.
63784
bankstatemently
Parse PDF bank statements into structured transactions, accounts, and balances.
63785
daemoon-dev
Daemoon Claim
Enables AI coding agents to access and manage multiple dev infrastructure provi…
63786
bvatech
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
63787
boivert
Stage AI MCP Claim
This MCP server replicates how a creative strategist gathers context by expandi…
81
63788
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
63789
User0856
snaprender Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
N/A N/A 95
63790
dispatchtickets0
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A 95
63791
tidewave-ai
Better agentic Elixir Phoenix development, runtime-level tools for your agent t…
63792
igmarin
Rails development skills, docs, and workflows exposed through MCP stdio.
N/A N/A
63793
xr843
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — a…
63794
cploutarchou
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
63795
cstamigo-droid
Provides institutional-grade equity analysis for any LLM via MCP, aggregating i…
63796
lorenzo-cambiaghi
lynx-mcp Claim
A 100% local MCP server for semantic and lexical search over your code, library…
N/A N/A
63797
ayushg8
Enables Claude to directly manage the Savage in a Suit website through 31 tools…
63798
plexa-xyz
mcp Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
N/A N/A
63799
lj22503
investbrain Claim
Investment discipline MCP server with RAG, behavior detection, journaling, and …
N/A N/A
63800
ShiplightAI
Shiplight Claim
An MCP server that provides browser automation
N/A N/A
Showing 63751–63800 of 67291 servers