MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51951
TestKAi005
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
51952
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
51953
docs Claim 1
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
N/A N/A 81
51954 N/A N/A 95
51955
davezfr
MPilot Claim
Unified MCP server for media acquisition, subtitle automation, and agent-run me…
N/A N/A
51956
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
51957
abenassi
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
51958
JoeyMckenzie
questlog-mcp Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
N/A N/A
51959
mybuddymichael
anki-mcp Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
N/A N/A
51960
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
N/A N/A
51961
hieudtr8
An MCP server for iOS simulator automation with reliable clipboard-based text i…
N/A N/A
51962
oussama-kh
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
N/A N/A
51963
mtnrabi
Real-time Google Flights: one-way and round-trip fares over date ranges, with p…
67
51964
Yogeshknaik
Provides tools to interact with Jira, including JQL queries, ticket creation, e…
N/A N/A
51965
manuelcecchetto
Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents t…
N/A N/A
51966
pipeworx-io
An MCP server for accessing the UK's official legislation database (legislation…
51967
Johnaverse
Chains API Claim
Enables AI assistants to query blockchain chain data, including chain details, …
51968
sweetrb
This MCP server allows AI assistants to read, send, search, and manage emails i…
N/A N/A
51969
dgutierrez1
An MCP server that runs concurrent, session-isolated Playwright browser context…
51970
getvetai
vet Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
N/A N/A
51971
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
N/A N/A
51972
jasonjuela
Enables natural language querying and data manipulation of Salesforce orgs, wit…
81
51973
Kranthithota
codedev-mcp Claim
A universal code development MCP server that provides 33 tools for searching, a…
N/A N/A
51974 N/A N/A 95
51975
Greenhouse MCP Claim 1
Production-ready MCP server for Greenhouse with 175 tools for recruiting teams
N/A N/A 81
51976
sorcerai
Send-decision email verification: agents get send/review/avoid with evidence, p…
51977
proofjson
A local MCP server that integrates ProofJSON to assess invoices before payment,…
N/A N/A
51978
mcpland
mock-mcp Claim
Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
N/A N/A
51979
pelletfi
Pellet Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
N/A N/A 75
51980
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
81
51981
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
N/A N/A 75
51982
ARTEMKOPIK
chatgpt Claim
N/A N/A 95
51983
surajinacademia
Enables AI assistants to perform cell segmentation through natural language com…
N/A N/A
51984
Synexiom-Labs
nodiom-mcp Claim
Enables AI agents to read, write, append, and delete content in Markdown files …
N/A N/A
51985
xiaobenyang-com
Extract and analyze images from files, links, and embedded images to understand…
N/A N/A 95
51986
AI financial agent: due diligence, SEC 10-K, Kelly Criterion. Pay-per-call via …
N/A N/A 81
51987
elfa-ai
mcp Claim
Crypto social intelligence from X and Telegram, plus the Elfa Auto condition en…
N/A N/A
51988
Salamailer Claim 1
Send end-to-end encrypted email and files. Encryption happens on your machine, …
N/A N/A 81
51989
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
51990
andreysparish
toolweave Claim
One MCP endpoint for Claude, GPT & Gemini: 100+ tools + no-code connectors + ag…
51991
ton-to-ton
Enables browser automation over MCP using a real Chrome browser with existing p…
N/A N/A
51992
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
51993
lazymac2x
Enables scanning projects for dependency vulnerabilities, secrets, license conf…
N/A N/A
51994
gholtzap
Provides Claude Code with access to peer-reviewed medical information from Medl…
N/A N/A
51995
lacryptorina
vedetta Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
N/A N/A
51996
Heretek-RE
re-angr Claim
MCP server for angr — symbolic execution + CFG + reaching-definitions.
N/A N/A
51997
MCP server for querying Factry Historian.
N/A N/A 61
51998
samuelar2
mcp Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
N/A N/A
51999
3doptix
3DOptix Claim
Optical design, simulation and analysis with GPU-powered ray tracing. Import fr…
52000
dhanababum
Enables AI agents to create, manage, and execute code in isolated Firecracker m…
Showing 51951–52000 of 66502 servers