MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
201
martymarkenson
Enables secure querying of PostgreSQL databases through MCP-compatible clients.…
A 85 5⁄5 ◉ ⏳ 82 100 — 61 81 96
202
neverinfamous
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
A 85 5⁄5 ◉ ⏳ 75 87 N/A 63 95 100
203
Mubashwer
Git Mob MCP Server ⚡ Claim 2
Enables management of co-authors for pair and mob programming sessions by autom…
A 85 5⁄5 ◉ ⏳ 84 82 N/A 69 95 92
204
LightspeedDMS
Enables SSH connections and remote command execution with persistent session ma…
A 85 5⁄4 ◉ ⏳ 100 70 N/A 53 95 96
205
RapierCraft
perplexity-comet-mcp ⚡ Claim 1
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab manage…
A 85 5⁄4 ◉ ⏳ 94 61 N/A 82 90 99
206
Fabsbags
swisstrip-mcp ⚡ Claim
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
A 85 6⁄6 ◉ ⏳ 100 96 92 40 69 97
207
la-rebelion
Strava MCP tools for AI: athletes, stats, segments, clubs, and routes. Powered …
A 85 6⁄6 ◉ ⏳ 90 76 96 58 81 100
208
IBM
Physics MCP Server ⚡ Claim
Provides 55 specialized tools for precise physics calculations and rigid-body s…
A 85 6⁄6 ◉ ⏳ 84 86 94 69 82 89
209
Abhijay007
btcpayserver-mcp ⚡ Claim
A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…
A 85 5⁄5 ◉ ⏳ 100 100 — 56 81 75
210
andyWang1688
sql-query-mcp ⚡ Claim
A general-purpose MCP server that lets AI work with multiple databases within c…
A 85 4⁄4 ◉ ⏳ 72 N/A N/A 76 95 98
211
brainsparker
youdotcom-mcp-server ⚡ Claim 1
A Model Context Protocol (MCP) server that provides web search functionality us…
A 85 6⁄4 ◉ ⏳ 86 86 100 40 95 90
212
mizchi
MCP Reloader Claim
A hot-reload development tool that enables real-time development of MCP (Model …
A 85 5⁄5 ◉ ⏳ 90 87 N/A 49 95 95
213
ChesterRa
ccontext ⚡ Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 5⁄5 ◉ ⏳ 94 91 N/A 39 95 92
214
markswendsen-code
mcp-costco Claim
Enables interaction with Costco.com via browser automation to search products, …
A 85 5⁄5 ◉ ⏳ 94 100 N/A 30 95 86
215
cedric448
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
A 85 6⁄6 ◉ ⏳ 84 92 100 42 81 100
216
briantkatch
Enables AI assistants to search, read, and update recipes in Paprika Recipe Man…
B 84 5⁄5 ◉ ⏳ 94 100 — 48 81 85
217
Flux159
Typescript implementation of Kubernetes cluster operations for pods, deployment…
B 84 5⁄5 ◉ ⏳ 96 62 — 82 86 91
218
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 4⁄4 ◉ ⏳ 72 — — 70 95 99
219
meltingpixelsai
zero-core-intel ⚡ Claim
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.
B 84 6⁄6 ◉ ⏳ 78 88 91 53 89 99
220
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
B 84 5⁄5 ◉ ⏳ 100 79 — 57 81 93
221
neverinfamous
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
B 84 5⁄4 ◉ ⏳ 96 41 N/A 88 100 97
222
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 4⁄4 ◉ ⏳ 90 — — 55 83 99
223
AustinKelsay
nostr-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
B 84 5⁄4 ◉ ⏳ 84 66 N/A 82 92 100
224
glassity
FOCUS MCP Server ⚡ Claim 1
Enables AI assistants to analyze cloud billing data in FOCUS format through nat…
B 84 5⁄5 ◉ ⏳ 88 100 — 48 81 92
225
kapillamba4
meta-prompt-mcp ⚡ Claim
MCP server providing on-demand access to official prompting guides for building…
B 84 5⁄5 ◉ ⏳ 70 87 N/A 68 95 100
226
mzxrai
mcp-webresearch ⚡ Claim 2
Search Google and do deep web research on any topic
B 84 5⁄4 ◉ ⏳ 100 61 N/A 70 87 100
227
IO-Aerospace-software-engineering
mcp-server Claim 1
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
B 84 6⁄6 ◉ ⏳ 81 96 90 58 81 88
228
Pearl-com
Pearl ⚡ Claim 1
Pearl
B 84 6⁄6 ◉ ⏳ 96 80 96 43 81 95
229
elusznik
An MCP server that executes Python code in isolated rootless containers with op…
B 84 5⁄5 ◉ ⏳ 96 100 N/A 56 95 58
230
Ansvar-Systems
mozambican-law-mcp ⚡ Claim 1
Mozambique legislation via MCP -- full-text search across statutes and provisio…
B 84 6⁄4 ◉ ⏳ 92 73 94 45 95 94
231
jackwrichards
FastlyMCP Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
B 84 5⁄5 ◉ ⏳ 96 100 — 38 81 87
232
glifxyz
glif-mcp-server ⚡ Claim
Easily run glif.app AI workflows inside your LLM: image generators, memes, self…
B 84 5⁄4 ◉ ⏳ 90 68 N/A 80 94 88
233
grossiweb
Your agent shouldn't have to guess which model or tool to use. ToolRoute does …
B 84 6⁄6 ◉ ⏳ 96 68 97 55 81 95
234
starwind-ui
A TypeScript server that enhances AI assistants' capabilities when working with…
B 84 5⁄4 ◉ ⏳ 94 62 N/A 81 90 92
235
pyth-network
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
B 84 6⁄6 ◉ ⏳ 92 80 93 59 81 90
236
nikkoxgonzales
crash-mcp ⚡ Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 5⁄5 ◉ ⏳ 96 82 N/A 76 83 78
237
dalisys
This MCP server enables users to search and access documentation for community-…
B 84 6⁄6 ◉ ⏳ 86 86 98 47 81 93
238
iamsrikanthnani
MCP Boilerplate ⚡ Claim
A server that implements the Model Context Protocol, providing a standardized w…
B 84 5⁄4 ◉ ⏳ 100 68 — 48 92 100
239
rog0x
mcp-dep-tools ⚡ Claim 1
MCP server providing dependency and package management tools for AI agents. Ana…
B 84 4⁄4 ◉ ⏳ 94 N/A N/A 35 95 96
240
2511319
Context7 MCP ⚡ Claim 1
Provides LLMs with up-to-date, version-specific documentation and code examples…
B 84 6⁄6 ◉ ⏳ 78 100 93 49 82 91
241
j0hanz
Memory MCP Server ⚡ Claim
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
B 84 5⁄5 ◉ ⏳ 84 100 N/A 53 95 76
242
Ansvar-Systems
uae-law-mcp ⚡ Claim
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
B 84 5⁄4 ◉ ⏳ 75 93 N/A 57 95 92
243
mrgoonie
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
B 84 5⁄5 ◉ ⏳ 82 100 — 74 82 80
244
holomodular
Generate a ServiceBricks C# .NET microservice as a ZIP file.
B 84 6⁄6 ◉ ⏳ 92 86 90 63 81 85
245
disco-trooper
apple-notes-mcp ⚡ Claim 1
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
B 84 5⁄4 ◉ ⏳ 100 72 N/A 55 92 92
246
taskcrew
CUA MCP Server ⚡ Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
B 84 6⁄6 ◉ ⏳ 96 74 95 46 81 98
247
cyanheads
An MCP server that enables AI agents to perform search-augmented queries and de…
B 84 5⁄4 ◉ ⏳ 94 75 — 64 92 91
248
devnullvoid
MCP SSH Session ⚡ Claim 1
Enables AI agents to establish and manage persistent SSH connections to remote …
B 84 5⁄5 ◉ ⏳ 74 82 N/A 72 95 95
249
railwayapp
mcp-server ⚡ Claim
Official Railway MCP server
B 84 5⁄4 ◉ ⏳ 90 72 N/A 63 95 97
250
VectifyAI
PageIndex MCP ⚡ Claim
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
B 84 5⁄5 ◉ ⏳ 94 72 N/A 84 80 91
Showing 201–250 of 68948 servers
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