MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51901
webclaw Claim 1
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
N/A N/A 81
51902
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
81
51903
Desmond-Labs
A streamlined MCP server for XMP metadata embedding with beautiful formatting a…
N/A N/A
51904
vorionsys
A monorepo of five signed MCP servers (journal-companion, market-scout, meeting…
51905
JithunMethusahan
Middleman Claim
A context refinement MCP server that acts as a proxy to distill large outputs f…
N/A N/A
51906
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
51907
newsagentdata
Real-time, ML-enriched news intelligence — urgency scoring, political lean & ev…
51908
junter1989k-ai
Poland KSeF 2.0 national e-invoices for AI agents: issue FA(3) faktura, query b…
51909
camoran89
MCP server for automatic technical documentation generation of Satrack projects.
51910
conao3
mcp-uuid Claim
A Model Context Protocol server that generates random UUIDs (v4) for MCP-compat…
N/A N/A
51911
baominh5xx2
MCP server providing tools to chat with an AI agent, fetch weather data, and mo…
51912
olaservo
Provides utilities to help maintain MCP repositories, including testing tools, …
51913
Yaskawa-Global
gui-user Claim
An MCP server for external computer-use that launches, observes, and interacts …
N/A N/A
51914
pipeworx-io
Enables querying and exploring Nashville open data from data.nashville.gov and …
51915
pipeworx-io
health-feeds Claim
Enables searching and reading curated health and medicine RSS/Atom feeds, with …
51916
BACH-AI-Tools
MCP server for Teradata databases, providing tools and prompts for querying, an…
51917
NullYing
A cross-platform MCP server that enables AI assistants to manage printers, quer…
N/A N/A
51918
mefta.sadat2
test Claim
N/A N/A 95
51919
solana-foundation
Enables AI agents to access and search up-to-date Solana documentation, get can…
51920
AsaiShota
x402-market Claim
Let AI agents pay-per-call for any HTTP API via x402 on Base mainnet. One tool:…
N/A N/A
51921
TechFernandesLTDA
apex-mcp Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
51922
ociupitu
Enables searching academic literature via Semantic Scholar with relevance filte…
51923
tacoda
keystone-mcp Claim
An MCP server that retrieves contextual information from company resources and …
51924
berkayildi
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
N/A N/A
51925
Zenidp
VeriSIFT Claim
Read-only MCP server for autonomous, spoliation-proof disk-image triage with se…
N/A N/A
51926
inavhq
gopass-mcp Claim
Enables AI agents to securely access and manage passwords from a gopass store v…
N/A N/A
51927
eragonht1
Call DK MCP Claim
MCP server providing an interactive GUI for users to input prompts and images, …
N/A N/A
51928
meghavarshini-kumareshan
Enables LLMs to safely execute pandas code for data analysis and generate inter…
N/A N/A
51929
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
N/A N/A 69
51930
Aashish-32
Provides live CVE data from NVD and EPSS without API key, enabling AI assistant…
51931
Rotwang9000
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
51932
Drzymek92
An MCP server that generates, runs, and triages tests by introspecting Python m…
N/A N/A
51933
peterjduffy
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
51934
smizuoch
Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents t…
51935
MechanicalGirlDev
MCP server to connect AI models to GROWI Wiki with bearer authentication, enabl…
N/A N/A
51936
AndyShaman
Connect any AI agent to your personal Telegram messages through the official Bu…
N/A N/A
51937
kalleeh
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
81
51938 N/A N/A 95
51939
Wawona
WWN-MCP Claim
A local-embeddings RAG + Model Context Protocol server that provides retrieval-…
51940
jus1-c
Enables AI agents to analyze memory dumps for forensic investigation, leveragin…
N/A N/A
51941
greglg45
MCP server for phpIPAM IP address management, enabling subnet, VLAN, VRF, and a…
51942
lionello
gdrive-mcp Claim
A local, read-only MCP server for searching your Google Drive.
N/A N/A
51943
taskhawk-systems
kevros-mcp Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
81
51944
opennod
Enables AI agents to discover and interact with business capabilities by readin…
51945
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
81
51946
krollchristensen
An MCP server that demonstrates sampling, enabling the server to request LLM co…
N/A N/A
51947
mfoster5303-1
Enables natural language trading operations for stocks, options, crypto, and po…
81
51948
eidostein
@segnals/mcp Claim
Enables AI agents to manage Segnals trading bots, strategies, PnL, and the stra…
51949
lukmanbaidhowi
wishmock Claim
Provides an MCP server for automation via Server-Sent Events (SSE) to manage mo…
51950
usemanusai
NoteBook MCP Claim
Enables AI agents to query personal Google NotebookLM notebooks using a persist…
N/A N/A
Showing 51901–51950 of 67226 servers