MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45501
Shin-sibainu
Provides programmatic access to Google Search Console API data through Claude C…
45502
adou0510
flomo-mcp Claim
Enables writing and managing notes in flomo through MCP tools, resources, and p…
N/A N/A
45503
Sahib-Sawhney-WH
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
45504
chandanvars
A powerful MCP server for automated JMeter test generation and execution with D…
N/A N/A
45505
Ppp111ppp111
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
45506
FarseenSh
Enables Claude to access, analyze, and visualize Solana blockchain data through…
45507
cloudbadal007
Self-healing MCP server that monitors database schema changes, detects differen…
45508
mcp Claim 1
Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any…
N/A N/A 69
45509
Backerss
Provides free web search, content fetching, image search, and deep research via…
N/A N/A
45510
lmdat
MCP server to fetch Vietnamese corporate financial reports (balance sheet, inco…
N/A N/A
45511
t-j-thomas
Read-only MCP server that allows interaction with a Jama Connect instance via t…
N/A N/A
45512
Muriellecomputerreadable868
Connects AI agents like Claude, Cursor, and Cline to the CoderLegion developer …
N/A N/A
45513
nrempel
Provides access to Yahoo Finance data including real-time stock quotes, histori…
45514
GHeeJeon
Automates GitHub workflows (branch creation, testing, commit/push, PR) through …
N/A N/A
45515
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
45516
smamidipaka6
Connects AI agents to Google Flights data, enabling retrieval of flight informa…
N/A N/A
45517
pipeworx-io
mcp-chembl Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
45518
sorryorc
Enables Codex to delegate bulk code reading, patching, and testing to an async …
N/A N/A
45519
supin-kim-ilevit-com
GDS MCP Claim
Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
N/A N/A
45520
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
45521
naveenadi
mnemonic Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
N/A N/A
45522
chipsxp
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
N/A N/A
45523
iamalii27
Enables Claude Desktop to detect construction site hazards from photos, analyze…
45524
RadiumGu
An MCP server for Chaos Mesh fault injection, optimized for AWS EKS with namesp…
45525
1shanra1
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
N/A N/A
45526
thatsheaps
Enables AI assistants to query distilled SEO expert tactics from public content…
N/A N/A
45527
openatlaspro-AI
Safe, read-only SQL analytics for AI agents over MCP, enabling exploration, pro…
45528
caixax
Enables AI agents to control Cisco Packet Tracer in real time, allowing natural…
N/A N/A
45529
siavashdelkhosh81
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
45530
costaadiego1989
A CRUD todo list server that exposes tools to create, list, and conclude tasks,…
N/A N/A
45531
mgcrea
mcp-postgres Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
45532
bromaniac
sek-fx-mcp Claim
Fetches exchange rates from Riksbanken API for currencies to Swedish kronor usi…
45533
FlatNineOrg
MCP server for the Cart e-commerce intelligence API, enabling AI agents to sear…
N/A N/A
45534
l4b4r4b4b4
news-mcp Claim
Agentic NewsAPI.org MCP server with semantic search, article versioning, Chroma…
45535
runapi-ai
RunAPI MCP server for the Flux 2 model line. Create tasks, poll their status, a…
45536
Jacobobber
fh6-tuner Claim
An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuni…
N/A N/A
45537
PiMPStudios
An MCP server that connects Claude Desktop to an interactive Claude Code sessio…
N/A N/A
45538
pab1it0
Enables AI assistants to query Polymarket prediction markets and analyze market…
45539
JoeyBe1
mcp-augment Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
N/A N/A
45540
marabian
Enables image generation, editing, and refinement using Google's Gemini 2.5 Fla…
N/A N/A
45541
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
N/A N/A
45542
lukeduffell-personal
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
45543
NieLubieRudej
engine Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
N/A N/A
45544
hernantech
ComfyMCP Claim
Enables Claude to generate images via ComfyUI from natural language requests, a…
N/A N/A
45545
jackhendon
A Python MCP server that gives Claude access to PM workflow data such as sprint…
45546
fjwood69
mori Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
45547
jphittell
Catalog MCP Claim
Standalone read-only MCP server for browsing Oracle HDL business object metadat…
N/A N/A
45548
mikolajwojcicki
Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via su…
N/A N/A
45549
thupalo
A Model Context Protocol (MCP) server that provides seamless integration with S…
45550
tylergibbs1
tokenomics Claim
Provides live LLM pricing data from OpenRouter, enabling agents to search model…
Showing 45501–45550 of 67197 servers
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