MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15001
huoshuiai42
huoshui-pdf-converter Claim 1 2
An MCP server that provides PDF file conversion
F 30 54 45 31 N/A 54 90 93
15002
yedanyagamiai-cmd
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…
F 30 66 96 73 98 66 78 98
15003
lieyanqzu
sbwsz-mcp Claim 1
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
F 30 66 80 61 0 64 80 90
15004
lordstyled55
An MCP server that enables AI clients to delegate tasks to autonomous developer…
F 30 55 69 58 24 71 93
15005
krishangMittal
GovNavigator Claim 1 3
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
F 30 54 77 68 N/A 24 90 91
15006
xinzhongyouhai
Guides problem-solving by breaking down complex problems into steps and recomme…
F 30 55 96 100 59 80 71
15007
Finanzgoblin
spectra-mcp-server Claim 1 2
Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains
F 30 54 66 35 N/A 61 90 63
15008
Ishant-93
Integrates Claude Desktop with Super Singularity's course creation API, enablin…
F 30 55 66 43 27 74 98
15009
nickpending
mcp-recon Claim 1
Conversational recon interface and MCP server powered by httpx and asnmap. Supp…
F 30 54 78 51 N/A 28 90 92
15010
tinyfish-io
agentql-mcp Claim 1 2
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
F 30 55 90 62 67 76 95
15011
bicavito
Arcate MCP Connect Claim 1 2
Gives AI agents direct access to your Arcate product discovery workspace to rea…
F 30 55 78 75 30 80 88
15012
ahmaxdev
gitrama-mcp Claim 1
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
F 30 54 66 30 61 90 95
15013
identimoji
Maintains consistent LLM interaction styles across conversations by storing emo…
F 30 55 96 71 47 77 96
15014
brendancopley
MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM
F 30 55 90 58 N/A 46 77 89
15015
apinetwork
piapi-mcp-server Claim 1
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
F 30 55 88 68 43 78 97
15016
82ch
MCP-Dandan Claim 1
Real-time security framework for MCP servers that detects and blocks malicious …
F 30 54 84 43 N/A 66 88 61
15017
sally-labs
Sally MCP Server Claim 1
Enables MCP clients to interact with Sally AI assistant using x402 blockchain-b…
F 30 55 88 68 53 74 91
15018
chiziuwaga
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
F 30 55 72 72 18 77 78
15019
SDGLBL
mcp-claude-code Claim 1
An implementation of Claude Code capabilities using MCP, enabling AI code under…
F 30 54 86 31 N/A 76 87 90
15020
XenPlatform
A template for integrating Model Context Protocol (MCP) servers into Next.js pr…
F 30 55 66 62 N/A 48 83 95
15021
longevity-genie
opengenes-mcp Claim 1 2
MCP server for a queryable database for aging and longevity research from the O…
F 30 55 53 36 51 80 99
15022
Frankietime
MCP Server Template Claim 1
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
F 30 54 84 0 N/A 32 89 91
15023
gabrimatic
A MCP server providing real-time web search capabilities to any AI model.
F 30 54 73 58 N/A 37 90 94
15024
reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intellige…
F 30 55 66 58 47 74 85
15025
figstra
RecodeQR Claim 1
Generate and scan QR codes easily
F 30 54 62 30 N/A 42 90 100
15026
DappierAI
dappier-mcp Claim 1
Enable fast, free real-time web search and access premium data from trusted med…
F 30 55 76 63 46 80 90
15027
Julian-Figueroa
A reference MCP server for Cloudflare Workers that provides remote connection s…
F 30 55 60 67 26 80 90
15028
HireTechUpUp
MCP Server for NovaCV Claim 1 2
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
F 30 55 33 71 25 78 91
15029
chantasticstream
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
F 30 55 60 68 30 78 96
15030
FIL-Builders
Provides AI agents with seamless access to Filecoin's decentralized storage net…
F 30 55 94 75 24 81 93
15031
tradesdontlie
Task Manager MCP Server Claim 1 2
A Model Context Protocol server providing comprehensive task management capabil…
F 30 55 55 27 46 80 99
15032
amiralamox
Jira JQL Tool Claim 1
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
F 30 54 74 68 N/A 25 84 87
15033
abutbul
openapi-mcp-generator Claim 1 2
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
F 30 54 94 37 N/A 58 87 43
15034
TapanBhavsar
A FastMCP server providing session-based memory and dynamic authentication usin…
F 30 55 54 38 22 76 98
15035
milisp
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
F 30 54 84 57 N/A 65 88 99
15036
JenHsuan
Retrieves blog articles from an external API with metadata including titles, au…
F 30 55 54 60 27 80 95
15037
agentailor
create-mcp-server Claim 1
Scaffold production-ready MCP servers in seconds
F 30 54 86 70 N/A 72 92 91
15038
CortexGuardAI
Enables integration with Cortex Context services through the Model Context Prot…
F 30 55 94 71 51 76 93
15039
falahgs
Generates high-quality images using Google's Imagen 3.0 model via the Gemini AP…
F 30 55 78 100 23 76 35
15040
mberg
Agent HTTP Claim 1
Provides an HTTP API for Claude Code using a native MCP channel to enable stabl…
F 30 54 86 0 N/A 50 87 98
15041
BJW101102
A Python starter template for building MCP servers with client connection manag…
F 30 55 62 37 21 74 97
15042
ragieai
mcp-server Claim 1
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…
F 30 66 68 63 0 71 76 91
15043
jmanek
Search and retrieve news articles and trending keywords from Google News and Go…
F 30 55 68 63 70 80 92
15044
stass
lldb-mcp Claim 1 2
A MCP server for LLDB enabling AI binary and core file analysis, debugging, dis…
F 30 54 45 33 N/A 40 89 91
15045
iflytek
A server implementation of the Model Context Protocol that enables calling iFly…
F 30 55 96 57 43 74 83
15046
pree-dew
mcp-bookmark Claim 1 2
Enables AI assistants to save and search bookmarks with semantic search using O…
F 30 54 49 27 N/A 28 77 94
15047
Anansitrading
Poe Proxy MCP Server Claim 1
A FastMCP server that proxies the Poe.com API, allowing users to query various …
F 30 55 78 75 48 71 93
15048
osamadev
A custom Model Context Protocol server that provides real-time financial analys…
F 30 55 56 36 16 78 78
15049
Oleg200447
MCP Search Server Claim 1 2
An MCP server that provides semantic search capabilities by integrating with an…
F 30 55 45 63 22 78 91
15050
lirantal
An MCP Server for Node.js API documentation
F 30 55 77 60 83 80 96
Showing 15001–15050 of 50632 servers
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