MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6151
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6152
Scofieldkoh
AI Memory MCP Server Claim 1
A cross-platform MCP server providing persistent storage for AI assistants to s…
B 72 54 78 57 N/A 21 92 99
6153
EzeLLM
Provides access to Tesla vehicle telemetry data via the Tessie API, enabling re…
B 72 55 90 51 24 83 100
6154
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6155
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
6156
ValentinTarnovsky
This MCP server assists Minecraft Java plugin developers by providing dependenc…
B 72 55 90 58 27 80 89
6157
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
6158
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
6159
devjason41
A TypeScript prototype for an MCP-style registry providing local utility tools …
B 72 54 66 60 N/A 30 95 100
6160
hotjoebq
MCP Stdio Server Claim 1
A Model Context Protocol server that provides tools for mathematical calculatio…
B 72 54 77 53 N/A 24 95 100
6161
kohasummons
paystack-mcp Claim
Enables AI agents to manage Paystack payments, products, customers, and transac…
B 72 54 68 60 47 95 84
6162
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6163
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
6164
ethereumfollowprotocol
Enables comprehensive GitHub project management automation including creating/m…
B 72 55 82 68 31 76 89
6165
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6166
pistachiomatt
NanoBanana MCP Claim 2
An MCP server that brings Google Gemini's image generation and editing capabili…
B 72 55 63 71 48 78 97
6167
igorilic
Enables AI assistants to interact with Obsidian vaults for creating, reading, s…
B 72 55 90 95 33 81 41
6168
rafapra3008
Verify AI agent communication protocols using session types. Formal specificati…
B 72 55 72 35 N/A 83 82 94
6169
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
6170
fandungptit
Provides access to Google Search Console to retrieve and analyze search perform…
B 72 55 88 61 21 82 94
6171
iris-alights
reddit-mcp Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 55 69 66 48 80 93
6172
lizTheDeveloper
MCP Proxy Claim
Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…
B 72 54 90 43 N/A 22 95 96
6173
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
B 72 54 75 33 N/A 76 95 88
6174
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 55 63 58 63 82 98
6175
QuentinCody
Enables querying the Drug Gene Interaction Database (DGIdb) through natural lan…
B 72 55 78 71 35 80 83
6176
gogouravr
FastMCP Demo Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 55 84 83 N/A 28 95 51
6177
kimwwk
repocrunch Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 54 70 37 N/A 67 94 94
6178
shibuiwilliam
Zenn MCP Server Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 55 72 100 N/A 41 94 39
6179
DynamicEndpoints
Provides access to FantasyPros API for retrieving sports data including news, p…
B 72 55 78 70 22 82 96
6180
vulnersCom
vulners-mcp Claim 1
MCP server for the Vulners.com API
B 72 54 57 68 N/A 51 95 89
6181
jschoemaker
driftguard-mcp Claim 1
MCP server for DriftGuard — exposes AI conversation drift scores and session he…
B 72 55 69 75 N/A 30 95 80
6182
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
6183
Tobarrientos2
Neo4j MCP Server Claim 1
An implementation for managing Neo4j graph database operations through the Mode…
B 72 55 96 67 17 69 96
6184
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
6185
dili414
ControlAPI-MCP Claim 2
An MCP server that dynamically converts any OpenAPI or REST API into MCP tools,…
B 72 55 77 55 48 82 95
6186
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 54 100 30 N/A 75 95 58
6187
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
6188
thetom42
Perplexica MCP Server Claim 1
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
B 72 55 65 58 72 82 87
6189
meltingpixelsai
zero-core-budget Claim
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
B 72 54 52 75 45 89 100
6190
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6191
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
6192
milind-kulshrestha
FRED MCP Server Claim 1
A Model Context Protocol server that provides access to Federal Reserve Economi…
B 72 55 81 68 16 81 98
6193
indexnetwork
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
B 72 55 78 68 30 81 93
6194
MayssenBHA
Provides tools for fetching real-time news and performing AI-powered sentiment …
B 72 55 90 60 21 81 93
6195
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
6196
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
6197
magnetai
An MCP server that enables fee-free USDC transfers on the Base blockchain netwo…
B 72 54 75 58 N/A 41 95 82
6198
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
6199
ezhou89
Enables comprehensive medical research by querying and analyzing data across Cl…
B 72 55 100 74 51 82 38
6200
NOVA-3951
Enables AI assistants to interact with Fastmail calendars via CalDAV, allowing …
B 72 55 78 65 27 81 100
Showing 6151–6200 of 58691 servers
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